diff --git a/indicator_data/CENSUS_PR_USVI_simple_Population_2000-2020.csv b/indicator_data/CENSUS_PR_USVI_simple_Population_2000-2020.csv deleted file mode 100644 index b4bff8d..0000000 --- a/indicator_data/CENSUS_PR_USVI_simple_Population_2000-2020.csv +++ /dev/null @@ -1,24 +0,0 @@ -Indicator,Population, -Unit,, -YEAR,Puerto Rico,USVI -2000,3810605,108612 -2001,3818774, -2002,3823701, -2003,3826095, -2004,3826878, -2005,3821362, -2006,3805214, -2007,3782995, -2008,3760866, -2009,3740410, -2010,3721525,106495 -2011,3678732, -2012,3634488, -2013,3593077, -2014,3534874, -2015,3473232, -2016,3406672, -2017,3325286, -2018,3193354, -2019,3193694, -2020,3285874,87146 diff --git a/indicator_data/GDP.csv b/indicator_data/GDP.csv deleted file mode 100644 index 3d775a9..0000000 --- a/indicator_data/GDP.csv +++ /dev/null @@ -1,65 +0,0 @@ -indicator,Puerto Rico,USVI -unit,dollars,dollars -1960,1691900000, -1961,1865100000, -1962,2094400000, -1963,2333600000, -1964,2570500000, -1965,2881500000, -1966,3170500000, -1967,3532700000, -1968,3941700000, -1969,4460700000, -1970,5034700000, -1971,5646800000, -1972,6328900000, -1973,7002400000, -1974,7684800000, -1975,8198300000, -1976,8968600000, -1977,9910900000, -1978,11165000000, -1979,12750000000, -1980,14436100000, -1981,15955700000, -1982,16764200000, -1983,17276600000, -1984,19162600000, -1985,20289200000, -1986,22009300000, -1987,24025800000, -1988,26385800000, -1989,28161200000, -1990,30603919000, -1991,32287031000, -1992,34630430000, -1993,36922456000, -1994,39690630000, -1995,42647331000, -1996,45340835000, -1997,48187039000, -1998,54086400000, -1999,57841000000, -2000,61701800000, -2001,69208400000, -2002,71623500000,3262000000 -2003,74827400000,3443000000 -2004,80322313000,3797000000 -2005,83914521300,4428000000 -2006,87276164400,4484000000 -2007,89524131600,4784000000 -2008,93639300000,4244000000 -2009,96385600000,4201000000 -2010,98381300000,4324000000 -2011,1.00E+11,4223000000 -2012,1.02E+11,4089000000 -2013,1.02E+11,3738000000 -2014,1.02E+11,3565000000 -2015,1.03E+11,3663000000 -2016,1.04E+11,3798000000 -2017,1.03E+11,3794000000 -2018,1.01E+11,3923000000 -2019,1.05E+11,4121000000 -2020,1.03E+11,4189000000 -2021,1.06E+11,4444000000 -2022,1.13E+11, diff --git a/indicator_data/OceanNAICS.csv b/indicator_data/OceanNAICS.csv deleted file mode 100644 index b419d94..0000000 --- a/indicator_data/OceanNAICS.csv +++ /dev/null @@ -1,12 +0,0 @@ -Indicator,Gross domestic product,Ocean economy establishments,Ocean economy employees,Ocean economy wages,Gross domestic product,Ocean economy establishments,Ocean economy employees,Ocean economy wages -Unit,Billions of dollars,Number of places of work,People (thousands),Billions of dollars,Billions of dollars,Number of places of work,People (thousands),Billions of dollars -Year,Puerto Rico,Puerto Rico,Puerto Rico,Puerto Rico,USVI,USVI,USVI,USVI -2012,103.481,4281,66.701,0.921604659,4.089,391,6.68,0.171127781 -2013,106.082,4280,70.216,0.95657927,3.832,387,6.571,0.172087412 -2014,109.746,4278,71.246,0.971863937,3.764,398,6.658,0.178260769 -2015,110.923,4187,71.292,0.982453271,3.748,388,6.928,0.195858872 -2016,106.998,4270,72.607,1.005390426,3.808,410,7.077,0.197997548 -2017,101.981,4286,70.027,0.951745925,3.78,426,6.328,0.186793586 -2018,99.555,4173,68.132,0.961191578,3.84,435,3.812,0.110725668 -2019,99.851,4499,72.641,1.059806764,3.925,456,5.538,0.206231654 -2020,,4505,62.696,0.886715699,,474,4.449,0.128894026 diff --git a/indicator_data/RVC/RUVdensity_PRICO_BAL VETU.RData b/indicator_data/RVC/RUVdensity_PRICO_BAL VETU.RData deleted file mode 100644 index 91066a9..0000000 Binary files a/indicator_data/RVC/RUVdensity_PRICO_BAL VETU.RData and /dev/null differ diff --git a/indicator_data/RVC/RUVdensity_PRICO_SPA VIRI.RData b/indicator_data/RVC/RUVdensity_PRICO_SPA VIRI.RData deleted file mode 100644 index 5eda6de..0000000 Binary files a/indicator_data/RVC/RUVdensity_PRICO_SPA VIRI.RData and /dev/null differ diff --git a/indicator_data/RVC/RUVdensity_STTSTJ_SPA VIRI.RData b/indicator_data/RVC/RUVdensity_STTSTJ_SPA VIRI.RData deleted file mode 100644 index 98b1701..0000000 Binary files a/indicator_data/RVC/RUVdensity_STTSTJ_SPA VIRI.RData and /dev/null differ diff --git a/indicator_data/RVC/RUVdensity_STX_BAL VETU.RData b/indicator_data/RVC/RUVdensity_STX_BAL VETU.RData deleted file mode 100644 index 2769574..0000000 Binary files a/indicator_data/RVC/RUVdensity_STX_BAL VETU.RData and /dev/null differ diff --git a/indicator_data/RVC/RUVdensity_STX_SPA VIRI.RData b/indicator_data/RVC/RUVdensity_STX_SPA VIRI.RData deleted file mode 100644 index 173e5e4..0000000 Binary files a/indicator_data/RVC/RUVdensity_STX_SPA VIRI.RData and /dev/null differ diff --git a/indicator_data/RVC/combined_prico_2001_2023.rds b/indicator_data/RVC/combined_prico_2001_2023.rds deleted file mode 100644 index 1afe483..0000000 Binary files a/indicator_data/RVC/combined_prico_2001_2023.rds and /dev/null differ diff --git a/indicator_data/RVC/combined_sttstj_2001_2023.rds b/indicator_data/RVC/combined_sttstj_2001_2023.rds deleted file mode 100644 index 3bc5fb8..0000000 Binary files a/indicator_data/RVC/combined_sttstj_2001_2023.rds and /dev/null differ diff --git a/indicator_data/RVC/combined_stx_2001_2023.rds b/indicator_data/RVC/combined_stx_2001_2023.rds deleted file mode 100644 index bc5d8b0..0000000 Binary files a/indicator_data/RVC/combined_stx_2001_2023.rds and /dev/null differ diff --git a/indicator_data/UN_Population_Data_PR_USVI b/indicator_data/UN_Population_Data_PR_USVI deleted file mode 100644 index 0a88242..0000000 --- a/indicator_data/UN_Population_Data_PR_USVI +++ /dev/null @@ -1,75 +0,0 @@ -Indicator Population -Unit -YEAR Puerto Rico USVI -1950 2229742 27070.5 -1951 2250406 27685.5 -1952 2269211 28063 -1953 2284810 28440 -1954 2298009 28854 -1955 2309783 29303.5 -1956 2320567 29800 -1957 2329614 30347.5 -1958 2336795 30951.5 -1959 2343690 31601 -1960 2365072 32861.5 -1961 2404223 34998 -1962 2446291 37551.5 -1963 2486863 40261 -1964 2526147 43108.5 -1965 2564270 46283 -1966 2601197 49700 -1967 2636741 53157 -1968 2670526 56612.5 -1969 2701801 60011.5 -1970 2737619 63445.5 -1971 2782018 67113 -1972 2829184 70894.5 -1973 2876681 74532.5 -1974 2924358 77989.5 -1975 2972267 81368.5 -1976 3020456 84712 -1977 3068870 87986 -1978 3117169 91146.5 -1979 3166208 94236.5 -1980 3214568 96640 -1981 3259445 98151 -1982 3301071 99398.5 -1983 3339381 100543.5 -1984 3374447 101444.5 -1985 3406279 101912.5 -1986 3434982 101916 -1987 3461929 101583 -1988 3487970 101112.5 -1989 3513736 100745 -1990 3543776 100685 -1991 3578450 100967.5 -1992 3612629 101535 -1993 3645017 102144 -1994 3675749 102641 -1995 3704947 103453.5 -1996 3732812 104631 -1997 3759518 105785 -1998 3785239 106868.5 -1999 3810115 107827 -2000 3827109 108185 -2001 3832131 108006 -2002 3830774 107725.5 -2003 3825629 107288 -2004 3817037 106743 -2005 3805559 106481 -2006 3791559 106514.5 -2007 3775440 106506.5 -2008 3757620 106482 -2009 3738940 106467 -2010 3717922 106142 -2011 3691614 105479.5 -2012 3657988 104773 -2013 3615018 104058 -2014 3560011 103383 -2015 3497335 102803.5 -2016 3432741 102315.5 -2017 3366408 101851 -2018 3319269 101364.5 -2019 3292887 100826.5 -2020 3271565 100442.5 -2021 3256028 100091 diff --git a/indicator_data/beach-litter.csv b/indicator_data/beach-litter.csv deleted file mode 100644 index d3b9160..0000000 --- a/indicator_data/beach-litter.csv +++ /dev/null @@ -1,516 +0,0 @@ -Entity,Code,Year,14.1.1 - Beach litter per square kilometer (Number) - EN_MAR_BEALITSQ -Albania,ALB,2018,1284797 -Algeria,DZA,2015,34285714 -Algeria,DZA,2016,39450549 -Algeria,DZA,2018,2485 -Americas,,2015,8264 -Americas,,2016,362231 -Americas,,2017,324916 -Americas,,2018,197370 -Americas,,2019,1236 -Americas,,2020,1653 -Argentina,ARG,2015,5832512 -Argentina,ARG,2016,490427 -Argentina,ARG,2017,3788199 -Argentina,ARG,2018,6801203 -Asia,,2015,619343 -Asia,,2016,402912 -Asia,,2017,1470047 -Asia,,2018,873113 -Asia,,2019,1119 -Asia,,2020,364 -Australia,AUS,2015,1514 -Australia,AUS,2016,7202 -Australia,AUS,2017,210440 -Australia,AUS,2018,140982 -Australia and New Zealand,,2015,1514 -Australia and New Zealand,,2016,7798 -Australia and New Zealand,,2017,208543 -Australia and New Zealand,,2018,152920 -Austria,AUT,2017,148483 -Azerbaijan,AZE,2016,59891 -Azerbaijan,AZE,2018,249169 -Bahamas,BHS,2016,101987 -Bahamas,BHS,2017,418691 -Bahamas,BHS,2018,498357 -Bangladesh,BGD,2016,146784466 -Bangladesh,BGD,2017,5784746 -Bangladesh,BGD,2018,4008336 -Barbados,BRB,2016,1150075 -Barbados,BRB,2017,2376585 -Barbados,BRB,2018,2485 -Belgium,BEL,2015,15202899 -Belgium,BEL,2016,270451 -Belgium,BEL,2017,227316 -Belgium,BEL,2018,19152 -Belgium,BEL,2019,664536 -Belize,BLZ,2016,1602169 -Belize,BLZ,2017,988723 -Belize,BLZ,2018,1180478 -Bermuda,BMU,2016,484916 -Bermuda,BMU,2017,1806490 -Bermuda,BMU,2018,897788 -Bonaire Sint Eustatius and Saba,BES,2017,152058 -Bonaire Sint Eustatius and Saba,BES,2018,2743364 -Bosnia and Herzegovina,BIH,2016,1428111 -Brazil,BRA,2015,5410680 -Brazil,BRA,2016,1563746 -Brazil,BRA,2017,1792397 -Brazil,BRA,2018,507292 -Brazil,BRA,2019,4741 -British Virgin Islands,VGB,2016,2476880 -British Virgin Islands,VGB,2017,2499565 -Brunei,BRN,2016,796452 -Brunei,BRN,2017,204454 -Brunei,BRN,2018,88928 -Bulgaria,BGR,2015,231936 -Bulgaria,BGR,2016,192462 -Bulgaria,BGR,2017,2292929 -Bulgaria,BGR,2018,2618936 -Bulgaria,BGR,2019,2589610 -Bulgaria,BGR,2020,2159091 -Cambodia,KHM,2016,2909923 -Cambodia,KHM,2017,6435405 -Cambodia,KHM,2018,5243328 -Cameroon,CMR,2018,84679624 -Canada,CAN,2015,1525 -Canada,CAN,2016,194241 -Canada,CAN,2017,333327 -Canada,CAN,2018,328376 -Cape Verde,CPV,2018,164926 -Caribbean,,2016,1996358 -Caribbean,,2017,2190121 -Caribbean,,2018,1582629 -Cayman Islands,CYM,2016,3348055 -Cayman Islands,CYM,2017,1209102 -Cayman Islands,CYM,2018,231898 -Central America,,2015,8419429 -Central America,,2016,3509068 -Central America,,2017,885788 -Central America,,2018,1479842 -Central Asia,,2015,11449 -Central and Southern Asia,,2016,1271339 -Central and Southern Asia,,2017,1340241 -Central and Southern Asia,,2018,521671 -Chile,CHL,2015,791304 -Chile,CHL,2016,703401 -Chile,CHL,2017,1295306 -Chile,CHL,2018,3741895 -China,CHN,2015,14219138 -China,CHN,2016,114916 -China,CHN,2017,278760 -China,CHN,2018,134588 -Colombia,COL,2016,46909860 -Colombia,COL,2017,4037824 -Colombia,COL,2018,426619 -Costa Rica,CRI,2015,13522727 -Costa Rica,CRI,2016,2798832 -Costa Rica,CRI,2017,2260980 -Costa Rica,CRI,2018,1672656 -Cote d'Ivoire,CIV,2018,10022 -Croatia,HRV,2015,45382353 -Croatia,HRV,2016,429252 -Croatia,HRV,2019,55350 -Cuba,CUB,2016,631356 -Cuba,CUB,2017,6047124 -Curacao,CUW,2018,1930486 -Cyprus,CYP,2015,380500 -Cyprus,CYP,2016,1230420 -Cyprus,CYP,2017,4879745 -Cyprus,CYP,2018,4901154 -Cyprus,CYP,2020,18794702 -Czechia,CZE,2017,137315 -Czechia,CZE,2018,10974 -Denmark,DNK,2015,128986 -Denmark,DNK,2016,196139 -Denmark,DNK,2017,63905 -Denmark,DNK,2018,208071 -Denmark,DNK,2019,249039 -Denmark,DNK,2020,197792 -Dominican Republic,DOM,2015,92395 -Dominican Republic,DOM,2016,3779883 -Dominican Republic,DOM,2017,5244173 -Dominican Republic,DOM,2018,4872620 -Eastern Africa,,2016,3383139 -Eastern Africa,,2017,2334515 -Eastern Africa,,2018,289854 -Eastern Asia,,2015,6610703 -Eastern Asia,,2016,165807 -Eastern Asia,,2017,342850 -Eastern Asia,,2018,189980 -Eastern Europe,,2016,855105 -Eastern Europe,,2017,17044 -Eastern Europe,,2018,742410 -Eastern Europe,,2019,62306 -Eastern Europe,,2020,209169 -Eastern and South-Eastern Asia,,2015,6610703 -Eastern and South-Eastern Asia,,2016,261073 -Eastern and South-Eastern Asia,,2017,1395043 -Eastern and South-Eastern Asia,,2018,892341 -Ecuador,ECU,2016,891574 -Ecuador,ECU,2017,904248 -Ecuador,ECU,2018,740644 -Egypt,EGY,2016,99219 -Egypt,EGY,2018,2485 -El Salvador,SLV,2018,13670 -Estonia,EST,2017,1058452 -Ethiopia,ETH,2018,2485 -Europe,,2016,857093 -Europe,,2017,108985 -Europe,,2018,336883 -Europe,,2019,273498 -Europe,,2020,624 -Europe and Northern America,,2015,18270 -Europe and Northern America,,2016,219426 -Europe and Northern America,,2017,207365 -Europe and Northern America,,2018,141590 -Europe and Northern America,,2019,14069 -Europe and Northern America,,2020,1873 -Fiji,FJI,2017,134314 -Fiji,FJI,2018,815795 -Finland,FIN,2017,21726 -Finland,FIN,2018,165213 -France,FRA,2015,6693829 -France,FRA,2016,4550833 -France,FRA,2017,190684 -France,FRA,2018,1066566 -France,FRA,2019,1329666 -France,FRA,2020,604617 -French Polynesia,PYF,2015,1117647 -Georgia,GEO,2019,986890 -Georgia,GEO,2020,10828452 -Germany,DEU,2015,101061 -Germany,DEU,2016,2106574 -Germany,DEU,2017,43348 -Germany,DEU,2018,386139 -Germany,DEU,2019,16956 -Ghana,GHA,2016,33579283 -Ghana,GHA,2017,56875108 -Ghana,GHA,2019,179760103 -Ghana,GHA,2020,152134672 -Greece,GRC,2015,2866051 -Greece,GRC,2016,1806335 -Greece,GRC,2017,1039325 -Greece,GRC,2018,1432935 -Greece,GRC,2019,15158 -Greece,GRC,2020,72014 -Grenada,GRD,2016,400159 -Grenada,GRD,2017,592911 -Grenada,GRD,2018,3625093 -Guam,GUM,2015,295858 -Guam,GUM,2016,1880771 -Guam,GUM,2017,1297635 -Guam,GUM,2018,72532 -Guatemala,GTM,2016,4017753 -Guatemala,GTM,2017,10803670 -Guatemala,GTM,2018,250689 -Guernsey,GGY,2016,539843 -Guernsey,GGY,2017,2382398 -Guernsey,GGY,2018,2032941 -Guyana,GUY,2016,2985316 -Guyana,GUY,2017,1557775 -Guyana,GUY,2018,4524475 -Iceland,ISL,2018,475911 -India,IND,2016,883222 -India,IND,2017,916969 -India,IND,2018,172809 -Indonesia,IDN,2016,2090664 -Indonesia,IDN,2017,1539911 -Indonesia,IDN,2018,508551 -Ireland,IRL,2015,16667 -Ireland,IRL,2016,123359 -Ireland,IRL,2017,293877 -Ireland,IRL,2018,23512 -Ireland,IRL,2019,440 -Isle of Man,IMN,2016,6200249 -Israel,ISR,2015,221205 -Israel,ISR,2018,4473264 -Italy,ITA,2015,9195292 -Italy,ITA,2016,7008116 -Italy,ITA,2017,2331030 -Italy,ITA,2018,697753 -Italy,ITA,2019,211601 -Jamaica,JAM,2016,4508765 -Jamaica,JAM,2017,4294002 -Jamaica,JAM,2018,2404118 -Japan,JPN,2015,619750 -Japan,JPN,2016,1959469 -Japan,JPN,2017,1781297 -Japan,JPN,2018,468998 -Jersey,JEY,2018,140588 -Kazakhstan,KAZ,2015,11449 -Kenya,KEN,2016,3204445 -Kenya,KEN,2017,2048480 -Kenya,KEN,2018,171116 -Kenya,KEN,2020,35808 -Kiribati,KIR,2016,2485 -Kuwait,KWT,2016,1002 -Kuwait,KWT,2017,27233 -Kuwait,KWT,2018,44437 -Latin America and the Caribbean,,2015,311140 -Latin America and the Caribbean,,2016,1953360 -Latin America and the Caribbean,,2017,1374410 -Latin America and the Caribbean,,2018,1262079 -Latin America and the Caribbean,,2019,187 -Lebanon,LBN,2019,2374286 -Luxembourg,LUX,2019,476000 -Madagascar,MDG,2015,5741935 -Malawi,MWI,2016,334 -Malawi,MWI,2017,31323913 -Malawi,MWI,2018,23313061 -Malaysia,MYS,2016,488504 -Malaysia,MYS,2017,475828 -Malaysia,MYS,2018,285621 -Maldives,MDV,2016,3270 -Maldives,MDV,2017,735635 -Maldives,MDV,2018,1263127 -Malta,MLT,2015,1205128 -Malta,MLT,2018,5261 -Marshall Islands,MHL,2016,13321307 -Marshall Islands,MHL,2017,1396071 -Mauritius,MUS,2015,1696629 -Mauritius,MUS,2016,1476694 -Mauritius,MUS,2017,2440870 -Mauritius,MUS,2018,1337026 -Mexico,MEX,2015,195336 -Mexico,MEX,2016,4007696 -Mexico,MEX,2017,783885 -Mexico,MEX,2018,1057973 -Micronesia (country),FSM,2015,89756 -Micronesia (country),FSM,2016,752117 -Micronesia (country),FSM,2017,847000 -Micronesia (country),FSM,2018,162398 -Montenegro,MNE,2019,1314961 -Morocco,MAR,2015,13884817 -Morocco,MAR,2016,603883 -Morocco,MAR,2017,58923 -Morocco,MAR,2018,724928 -Morocco,MAR,2019,600490 -Mozambique,MOZ,2016,2018795 -Mozambique,MOZ,2017,637234 -Mozambique,MOZ,2018,611045 -Myanmar,MMR,2016,638003 -Namibia,NAM,2016,186411 -Netherlands,NLD,2015,3870849 -Netherlands,NLD,2016,45603 -Netherlands,NLD,2017,52217 -Netherlands,NLD,2018,103847 -Netherlands,NLD,2019,7550 -New Caledonia,NCL,2015,2433702 -New Zealand,NZL,2016,281449 -New Zealand,NZL,2017,24073 -New Zealand,NZL,2018,281211 -Nicaragua,NIC,2016,3262958 -Nicaragua,NIC,2017,1896642 -Nicaragua,NIC,2018,621668 -Nigeria,NGA,2017,1981343 -Nigeria,NGA,2018,8166746 -Northern Africa and Western Asia,,2016,1409846 -Northern Africa and Western Asia,,2018,669269 -Northern Africa and Western Asia,,2019,72449 -Northern Africa and Western Asia,,2020,139985 -Northern America,,2015,7707 -Northern America,,2016,203368 -Northern America,,2017,222444 -Northern America,,2018,135227 -Northern America,,2019,1340 -Northern America,,2020,2076 -Northern Europe,,2015,155329 -Northern Europe,,2016,911061 -Northern Europe,,2017,383594 -Northern Europe,,2018,230476 -Northern Europe,,2019,13194 -Northern Europe,,2020,1797 -Northern Mariana Islands,MNP,2015,87697 -Northern Mariana Islands,MNP,2016,234068 -Northern Mariana Islands,MNP,2017,161545 -Northern Mariana Islands,MNP,2018,174240 -Norway,NOR,2015,325770 -Norway,NOR,2016,277099 -Norway,NOR,2017,284725 -Norway,NOR,2018,94811 -Oceania,,2015,313733 -Oceania,,2016,111527 -Oceania,,2017,352339 -Oceania,,2018,184919 -Oman,OMN,2018,2457134 -Pakistan,PAK,2017,5538922 -Palau,PLW,2016,428991 -Palau,PLW,2017,509132 -Panama,PAN,2016,1446132 -Panama,PAN,2017,636943 -Panama,PAN,2018,5295090 -Paraguay,PRY,2016,1062838 -Peru,PER,2016,4051824 -Peru,PER,2017,15390297 -Peru,PER,2018,4107201 -Philippines,PHL,2016,1023702 -Philippines,PHL,2017,3174985 -Philippines,PHL,2018,4227161 -Poland,POL,2016,850500 -Poland,POL,2017,207789 -Poland,POL,2018,732812 -Polynesia,OWID_PYA,2015,1117647 -Polynesia,OWID_PYA,2016,2089778 -Polynesia,OWID_PYA,2018,2434888 -Portugal,PRT,2015,3096130 -Portugal,PRT,2016,1237300 -Portugal,PRT,2017,257362 -Portugal,PRT,2018,1537330 -Portugal,PRT,2019,160506 -Portugal,PRT,2020,10294 -Puerto Rico,PRI,2016,1129753 -Puerto Rico,PRI,2017,965147 -Puerto Rico,PRI,2018,684838 -Qatar,QAT,2016,623371 -Qatar,QAT,2017,766972 -Qatar,QAT,2018,464191 -Reunion,REU,2015,2083333 -Romania,ROU,2015,146057 -Romania,ROU,2016,2776233 -Romania,ROU,2017,13410072 -Romania,ROU,2018,719425 -Russia,RUS,2016,555747 -Russia,RUS,2017,2801281 -Russia,RUS,2018,374226 -Russia,RUS,2019,42530 -Russia,RUS,2020,681338 -Saint Barthlemy,,2017,805408 -Saint Helena,SHN,2018,8249464 -Saint Kitts and Nevis,KNA,2016,991240 -Saint Kitts and Nevis,KNA,2017,601484 -Saint Kitts and Nevis,KNA,2018,1538667 -Saint Lucia,LCA,2017,1163493 -Saint Lucia,LCA,2018,1982561 -Saint Martin (French part),MAF,2016,916833 -Saint Vincent and the Grenadines,VCT,2016,1498550 -Saint Vincent and the Grenadines,VCT,2017,130706 -Saint Vincent and the Grenadines,VCT,2018,4061116 -Samoa,WSM,2016,2089778 -Samoa,WSM,2018,2434888 -Sao Tome and Principe,STP,2016,53107 -Senegal,SEN,2017,100 -Senegal,SEN,2018,230851 -Serbia,SRB,2016,13151163 -Seychelles,SYC,2017,86703383 -Seychelles,SYC,2018,35040 -Sierra Leone,SLE,2018,621 -Singapore,SGP,2016,7581521 -Singapore,SGP,2017,3229485 -Singapore,SGP,2018,5545935 -Sint Maarten (Dutch part),SXM,2018,544323 -Slovenia,SVN,2016,1833146 -Slovenia,SVN,2017,1491842 -Slovenia,SVN,2018,3883 -South Africa,ZAF,2015,1059365 -South Africa,ZAF,2016,644019 -South Africa,ZAF,2017,243076 -South Africa,ZAF,2018,595450 -South Africa,ZAF,2019,304 -South America,,2015,4842535 -South America,,2016,1428214 -South America,,2017,1366327 -South America,,2018,1012389 -South America,,2019,315 -South Korea,KOR,2016,1651100 -South Korea,KOR,2017,958235 -South Korea,KOR,2018,720163 -South-eastern Asia,,2016,1541996 -South-eastern Asia,,2017,2547487 -South-eastern Asia,,2018,1138343 -Southern Africa,,2015,1059365 -Southern Africa,,2016,635732 -Southern Africa,,2017,243076 -Southern Africa,,2018,595450 -Southern Africa,,2019,304 -Southern Asia,,2016,1271339 -Southern Asia,,2017,1340241 -Southern Asia,,2018,521671 -Southern Europe,,2015,2973494 -Southern Europe,,2016,3317796 -Southern Europe,,2017,971549 -Southern Europe,,2018,1330661 -Southern Europe,,2019,268166 -Southern Europe,,2020,9295 -Spain,ESP,2015,1531321 -Spain,ESP,2016,4088206 -Spain,ESP,2017,2193543 -Spain,ESP,2018,1436452 -Spain,ESP,2019,1257716 -Spain,ESP,2020,246332 -Sri Lanka,LKA,2016,3303722 -Sri Lanka,LKA,2017,3502184 -Sri Lanka,LKA,2018,1673198 -Suriname,SUR,2017,580801 -Suriname,SUR,2018,659674 -Sweden,SWE,2015,7624 -Sweden,SWE,2016,22391 -Sweden,SWE,2017,17226 -Sweden,SWE,2018,6489 -Switzerland,CHE,2015,5934498 -Switzerland,CHE,2017,1317600 -Switzerland,CHE,2018,123206 -Tanzania,TZA,2016,41173753 -Tanzania,TZA,2017,14546454 -Tanzania,TZA,2018,88635 -Thailand,THA,2016,447946 -Thailand,THA,2017,519666 -Thailand,THA,2018,804727 -Timor,TLS,2016,172592 -Tonga,TON,2017,630051 -Trinidad and Tobago,TTO,2016,1517814 -Trinidad and Tobago,TTO,2017,2355550 -Trinidad and Tobago,TTO,2018,3285571 -Tunisia,TUN,2019,1040778 -Turkey,TUR,2016,2511675 -Turkey,TUR,2017,5753343 -Turkey,TUR,2018,451999 -Turkey,TUR,2019,183296 -Turkey,TUR,2020,12194 -Ukraine,UKR,2017,11372 -Ukraine,UKR,2018,1229709 -Ukraine,UKR,2020,1421200 -United Arab Emirates,ARE,2016,1807540 -United Arab Emirates,ARE,2017,9460278 -United Arab Emirates,ARE,2018,716678 -United Kingdom,GBR,2015,954398 -United Kingdom,GBR,2016,1180157 -United Kingdom,GBR,2017,505209 -United Kingdom,GBR,2018,1151873 -United Kingdom,GBR,2019,26712 -United States,USA,2015,7717 -United States,USA,2016,203851 -United States,USA,2017,214112 -United States,USA,2018,119956 -United States,USA,2019,1510 -United States,USA,2020,2114 -United States Virgin Islands,VIR,2015,48352 -United States Virgin Islands,VIR,2016,1042555 -United States Virgin Islands,VIR,2017,864228 -United States Virgin Islands,VIR,2018,453534 -Uruguay,URY,2016,560363 -Uruguay,URY,2017,483382 -Uruguay,URY,2018,244069 -Vanuatu,VUT,2016,535071 -Vanuatu,VUT,2017,684594 -Vanuatu,VUT,2018,696651 -Venezuela,VEN,2016,1614656 -Venezuela,VEN,2017,2192921 -Venezuela,VEN,2018,2108750 -Vietnam,VNM,2016,3446296 -Vietnam,VNM,2017,2302819 -Vietnam,VNM,2018,3492480 -Western Asia,,2019,61578 -Western Asia,,2020,145819 -Western Europe,,2015,2894106 -Western Europe,,2016,306430 -Western Europe,,2017,97086 -Western Europe,,2018,240520 -Western Europe,,2019,615625 -Western Europe,,2020,143 -World,OWID_WRL,2015,19618 -World,OWID_WRL,2016,405646 -World,OWID_WRL,2017,468426 -World,OWID_WRL,2018,1347138 -World,OWID_WRL,2019,10313 -World,OWID_WRL,2020,1248 \ No newline at end of file diff --git a/indicator_data/CaribCSVI_2010.csv b/indicator_data/inputsToBeUpdatedAnnually/CaribCSVI_2010.csv similarity index 100% rename from indicator_data/CaribCSVI_2010.csv rename to indicator_data/inputsToBeUpdatedAnnually/CaribCSVI_2010.csv diff --git a/indicator_data/CaribCSVI_2020.csv b/indicator_data/inputsToBeUpdatedAnnually/CaribCSVI_2020.csv similarity index 100% rename from indicator_data/CaribCSVI_2020.csv rename to indicator_data/inputsToBeUpdatedAnnually/CaribCSVI_2020.csv diff --git a/indicator_data/FRsection.csv b/indicator_data/inputsToBeUpdatedAnnually/FRsection.csv similarity index 100% rename from indicator_data/FRsection.csv rename to indicator_data/inputsToBeUpdatedAnnually/FRsection.csv diff --git a/indicator_data/NEIS law enforcement incidents.csv b/indicator_data/inputsToBeUpdatedAnnually/NEIS law enforcement incidents.csv similarity index 100% rename from indicator_data/NEIS law enforcement incidents.csv rename to indicator_data/inputsToBeUpdatedAnnually/NEIS law enforcement incidents.csv diff --git a/indicator_data/SAU/28_44_52_92_136_192_212_214_308_312_332_388_474_500_630_659_660_662_670_780_796_850_904_905_906_907_908_909_967_Tsui_et_al_2020_Caribbean_FCRR.pdf b/indicator_data/inputsToBeUpdatedAnnually/SAU/28_44_52_92_136_192_212_214_308_312_332_388_474_500_630_659_660_662_670_780_796_850_904_905_906_907_908_909_967_Tsui_et_al_2020_Caribbean_FCRR.pdf similarity index 100% rename from indicator_data/SAU/28_44_52_92_136_192_212_214_308_312_332_388_474_500_630_659_660_662_670_780_796_850_904_905_906_907_908_909_967_Tsui_et_al_2020_Caribbean_FCRR.pdf rename to indicator_data/inputsToBeUpdatedAnnually/SAU/28_44_52_92_136_192_212_214_308_312_332_388_474_500_630_659_660_662_670_780_796_850_904_905_906_907_908_909_967_Tsui_et_al_2020_Caribbean_FCRR.pdf diff --git a/indicator_data/SAU/630_Appeldoorn et al_2015_Puerto Rico_WP.pdf b/indicator_data/inputsToBeUpdatedAnnually/SAU/630_Appeldoorn et al_2015_Puerto Rico_WP.pdf similarity index 100% rename from indicator_data/SAU/630_Appeldoorn et al_2015_Puerto Rico_WP.pdf rename to indicator_data/inputsToBeUpdatedAnnually/SAU/630_Appeldoorn et al_2015_Puerto Rico_WP.pdf diff --git a/indicator_data/SAU/850_Ramdeen et al_2015_US Virgin Is_WP.pdf b/indicator_data/inputsToBeUpdatedAnnually/SAU/850_Ramdeen et al_2015_US Virgin Is_WP.pdf similarity index 100% rename from indicator_data/SAU/850_Ramdeen et al_2015_US Virgin Is_WP.pdf rename to indicator_data/inputsToBeUpdatedAnnually/SAU/850_Ramdeen et al_2015_US Virgin Is_WP.pdf diff --git a/indicator_data/SAU/Methods-Catch-tab-Apr-29-2016.pdf b/indicator_data/inputsToBeUpdatedAnnually/SAU/Methods-Catch-tab-Apr-29-2016.pdf similarity index 100% rename from indicator_data/SAU/Methods-Catch-tab-Apr-29-2016.pdf rename to indicator_data/inputsToBeUpdatedAnnually/SAU/Methods-Catch-tab-Apr-29-2016.pdf diff --git a/indicator_data/SAU/SAU EEZ 630,850 v50-1.csv b/indicator_data/inputsToBeUpdatedAnnually/SAU/SAU EEZ 630,850 v50-1.csv similarity index 100% rename from indicator_data/SAU/SAU EEZ 630,850 v50-1.csv rename to indicator_data/inputsToBeUpdatedAnnually/SAU/SAU EEZ 630,850 v50-1.csv diff --git a/indicator_data/SAU/SAUreadme.txt b/indicator_data/inputsToBeUpdatedAnnually/SAU/SAUreadme.txt similarity index 100% rename from indicator_data/SAU/SAUreadme.txt rename to indicator_data/inputsToBeUpdatedAnnually/SAU/SAUreadme.txt diff --git a/indicator_data/amendments.csv b/indicator_data/inputsToBeUpdatedAnnually/amendments.csv similarity index 100% rename from indicator_data/amendments.csv rename to indicator_data/inputsToBeUpdatedAnnually/amendments.csv diff --git a/indicator_data/oceanEconomy_ENOW.csv b/indicator_data/inputsToBeUpdatedAnnually/oceanEconomy_ENOW.csv similarity index 100% rename from indicator_data/oceanEconomy_ENOW.csv rename to indicator_data/inputsToBeUpdatedAnnually/oceanEconomy_ENOW.csv diff --git a/indicator_data/outreach/2010 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2010 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2010 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2010 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2011 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2011 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2011 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2011 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2012 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2012 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2012 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2012 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2013 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2013 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2013 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2013 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2014 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2014 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2014 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2014 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2015 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2015 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2015 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2015 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2016 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2016 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2016 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2016 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2017 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2017 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2017 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2017 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2018 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2018 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2018 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2018 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2019 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2019 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2019 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2019 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/outreach/2020 Sea Grant_ PIER_ Annual Report.pdf b/indicator_data/inputsToBeUpdatedAnnually/outreach/2020 Sea Grant_ PIER_ Annual Report.pdf similarity index 100% rename from indicator_data/outreach/2020 Sea Grant_ PIER_ Annual Report.pdf rename to indicator_data/inputsToBeUpdatedAnnually/outreach/2020 Sea Grant_ PIER_ Annual Report.pdf diff --git a/indicator_data/pollution_sites.csv b/indicator_data/inputsToBeUpdatedAnnually/pollution_sites.csv similarity index 97% rename from indicator_data/pollution_sites.csv rename to indicator_data/inputsToBeUpdatedAnnually/pollution_sites.csv index 252ac85..c8999cf 100644 --- a/indicator_data/pollution_sites.csv +++ b/indicator_data/inputsToBeUpdatedAnnually/pollution_sites.csv @@ -1,36 +1,36 @@ -year,brownfields,PR brownfields,USVI brownfields,ICIS sites,PR ICIS sites,USVI ICIS sites,NCDB sites,PR NCDB sites,USVI NCDB sites,TRI sites,PR TRI sites,USVI TRI sites,Superfund sites,PR Superfund sites,USVI Superfund sites -,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added -1988,,,,6,3,3,,,,,,,,, -1989,,,,27,26,1,,,,,,,,, -1990,,,,20,19,1,,,,,,,,, -1991,,,,31,31,,,,,,,,,, -1992,,,,28,23,5,,,,,,,,, -1993,,,,24,24,,,,,,,,,, -1994,,,,30,26,4,,,,,,,,, -1995,,,,118,114,4,,,,,,,,, -1996,,,,42,42,,,,,,,,,, -1997,,,,91,87,4,,,,,,,,, -1998,,,,66,65,1,,,,,,,,, -1999,,,,66,64,2,,,,,,,,, -2000,,,,102,79,23,,,,97,95,2,,, -2001,,,,75,64,11,15,15,0,108,106,2,,, -2002,,,,78,71,7,840,816,24,7,7,0,14,12,2 -2003,,,,370,354,16,33,30,3,1,1,0,1,1,0 -2004,,,,117,113,4,5,5,0,0,0,0,3,3,0 -2005,,,,142,82,60,46,45,1,4,3,1,0,0,0 -2006,,,,93,80,13,8,7,1,2,2,0,1,1,0 -2007,,,,476,460,16,,,,1,1,0,1,1,0 -2008,,,,255,224,31,,,,2,1,1,0,0,0 -2009,5,5,0,219,202,17,,,,0,0,0,0,0,0 -2010,2,1,1,111,98,13,,,,1,1,0,2,2,0 -2011,8,8,0,438,426,12,,,,1,1,0,1,1,0 -2012,16,10,6,171,131,40,,,,0,0,0,0,0,0 -2013,35,25,10,178,168,10,,,,94,91,3,200,175,25 -2014,22,22,0,71,64,7,,,,6,6,,0,0,0 -2015,3,3,0,106,90,16,,,,1,1,,4,4,0 -2016,0,0,0,40,37,3,,,,2,2,,18,15,3 -2017,10,10,0,42,31,11,,,,1,1,,24,23,1 -2018,2,2,0,9,8,1,,,,1,1,,3,3,0 -2019,45,44,1,16,15,1,,,,,,,6,3,3 -2020,1,1,0,30,30,0,,,,,,,8,7,1 -2021,,,,6,6,0,,,,,,,,, +year,brownfields,PR brownfields,USVI brownfields,ICIS sites,PR ICIS sites,USVI ICIS sites,NCDB sites,PR NCDB sites,USVI NCDB sites,TRI sites,PR TRI sites,USVI TRI sites,Superfund sites,PR Superfund sites,USVI Superfund sites +,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added,number added +1988,,,,6,3,3,,,,,,,,, +1989,,,,27,26,1,,,,,,,,, +1990,,,,20,19,1,,,,,,,,, +1991,,,,31,31,,,,,,,,,, +1992,,,,28,23,5,,,,,,,,, +1993,,,,24,24,,,,,,,,,, +1994,,,,30,26,4,,,,,,,,, +1995,,,,118,114,4,,,,,,,,, +1996,,,,42,42,,,,,,,,,, +1997,,,,91,87,4,,,,,,,,, +1998,,,,66,65,1,,,,,,,,, +1999,,,,66,64,2,,,,,,,,, +2000,,,,102,79,23,,,,97,95,2,,, +2001,,,,75,64,11,15,15,0,108,106,2,,, +2002,,,,78,71,7,840,816,24,7,7,0,14,12,2 +2003,,,,370,354,16,33,30,3,1,1,0,1,1,0 +2004,,,,117,113,4,5,5,0,0,0,0,3,3,0 +2005,,,,142,82,60,46,45,1,4,3,1,0,0,0 +2006,,,,93,80,13,8,7,1,2,2,0,1,1,0 +2007,,,,476,460,16,,,,1,1,0,1,1,0 +2008,,,,255,224,31,,,,2,1,1,0,0,0 +2009,5,5,0,219,202,17,,,,0,0,0,0,0,0 +2010,2,1,1,111,98,13,,,,1,1,0,2,2,0 +2011,8,8,0,438,426,12,,,,1,1,0,1,1,0 +2012,16,10,6,171,131,40,,,,0,0,0,0,0,0 +2013,35,25,10,178,168,10,,,,94,91,3,200,175,25 +2014,22,22,0,71,64,7,,,,6,6,,0,0,0 +2015,3,3,0,106,90,16,,,,1,1,,4,4,0 +2016,0,0,0,40,37,3,,,,2,2,,18,15,3 +2017,10,10,0,42,31,11,,,,1,1,,24,23,1 +2018,2,2,0,9,8,1,,,,1,1,,3,3,0 +2019,45,44,1,16,15,1,,,,,,,6,3,3 +2020,1,1,0,30,30,0,,,,,,,8,7,1 +2021,,,,6,6,0,,,,,,,,, diff --git a/indicator_data/regulations.csv b/indicator_data/inputsToBeUpdatedAnnually/regulations.csv similarity index 100% rename from indicator_data/regulations.csv rename to indicator_data/inputsToBeUpdatedAnnually/regulations.csv diff --git a/indicator_data/sargassum_innundation_monthly_mean_hu.csv b/indicator_data/inputsToBeUpdatedAnnually/sargassum_innundation_monthly_mean_hu.csv similarity index 100% rename from indicator_data/sargassum_innundation_monthly_mean_hu.csv rename to indicator_data/inputsToBeUpdatedAnnually/sargassum_innundation_monthly_mean_hu.csv diff --git a/indicator_data/surface_omega_series.txt b/indicator_data/inputsToBeUpdatedAnnually/surface_omega_series.txt similarity index 100% rename from indicator_data/surface_omega_series.txt rename to indicator_data/inputsToBeUpdatedAnnually/surface_omega_series.txt diff --git a/indicator_data/Cruise-indicator-2022-12-28-23-1.pdf b/indicator_data/intermediateFiles/Cruise-indicator-2022-12-28-23-1.pdf similarity index 100% rename from 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similarity index 100% rename from indicator_data/RVC/stx_2001_2021_calibrated.rds rename to indicator_data/intermediateFiles/RVC/stx_2001_2021_calibrated.rds diff --git a/indicator_data/TCRMP/BenthicCodes.csv b/indicator_data/intermediateFiles/TCRMP/BenthicCodes.csv similarity index 100% rename from indicator_data/TCRMP/BenthicCodes.csv rename to indicator_data/intermediateFiles/TCRMP/BenthicCodes.csv diff --git a/indicator_data/TCRMP/BenthicData.csv b/indicator_data/intermediateFiles/TCRMP/BenthicData.csv similarity index 100% rename from indicator_data/TCRMP/BenthicData.csv rename to indicator_data/intermediateFiles/TCRMP/BenthicData.csv diff --git a/indicator_data/TCRMP/BenthicSummary.csv b/indicator_data/intermediateFiles/TCRMP/BenthicSummary.csv similarity index 100% rename from indicator_data/TCRMP/BenthicSummary.csv rename to indicator_data/intermediateFiles/TCRMP/BenthicSummary.csv diff --git a/indicator_data/TCRMP/FishData.csv 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indicator_data/intermediateFiles/TCRMP/TCRMP_Master_Benthic_Cover_Feb2022.xlsx diff --git a/indicator_data/TCRMP/TCRMP_Master_Fish_Census_Aug2022.xlsx b/indicator_data/intermediateFiles/TCRMP/TCRMP_Master_Fish_Census_Aug2022.xlsx similarity index 100% rename from indicator_data/TCRMP/TCRMP_Master_Fish_Census_Aug2022.xlsx rename to indicator_data/intermediateFiles/TCRMP/TCRMP_Master_Fish_Census_Aug2022.xlsx diff --git a/indicator_data/TCRMP/coralspprich_USVI.RData b/indicator_data/intermediateFiles/TCRMP/coralspprich_USVI.RData similarity index 100% rename from indicator_data/TCRMP/coralspprich_USVI.RData rename to indicator_data/intermediateFiles/TCRMP/coralspprich_USVI.RData diff --git a/indicator_data/TCRMP/fish_density_USVI.RData b/indicator_data/intermediateFiles/TCRMP/fish_density_USVI.RData similarity index 100% rename from indicator_data/TCRMP/fish_density_USVI.RData rename to indicator_data/intermediateFiles/TCRMP/fish_density_USVI.RData diff --git a/indicator_data/TCRMP/percoralcov_USVI.RData b/indicator_data/intermediateFiles/TCRMP/percoralcov_USVI.RData similarity index 100% rename from indicator_data/TCRMP/percoralcov_USVI.RData rename to indicator_data/intermediateFiles/TCRMP/percoralcov_USVI.RData diff --git a/indicator_data/TCRMP/slopeSizeSpec_USVI.RData b/indicator_data/intermediateFiles/TCRMP/slopeSizeSpec_USVI.RData similarity index 100% rename from indicator_data/TCRMP/slopeSizeSpec_USVI.RData rename to indicator_data/intermediateFiles/TCRMP/slopeSizeSpec_USVI.RData diff --git a/indicator_data/fish-dep-indicators/Lmax_PR.RData b/indicator_data/intermediateFiles/fish-dep-indicators/Lmax_PR.RData similarity index 100% rename from indicator_data/fish-dep-indicators/Lmax_PR.RData rename to indicator_data/intermediateFiles/fish-dep-indicators/Lmax_PR.RData diff --git a/indicator_data/fish-dep-indicators/Lmax_STT.RData b/indicator_data/intermediateFiles/fish-dep-indicators/Lmax_STT.RData similarity index 100% rename from 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indicator_data/intermediateFiles/fish-dep-indicators/PDRatioSTT.RData diff --git a/indicator_data/fish-dep-indicators/PDRatioSTX.RData b/indicator_data/intermediateFiles/fish-dep-indicators/PDRatioSTX.RData similarity index 100% rename from indicator_data/fish-dep-indicators/PDRatioSTX.RData rename to indicator_data/intermediateFiles/fish-dep-indicators/PDRatioSTX.RData diff --git a/indicator_data/hotel_occupancy_rates_USVI_and_PR.RData b/indicator_data/intermediateFiles/hotel_occupancy_rates_USVI_and_PR.RData similarity index 100% rename from indicator_data/hotel_occupancy_rates_USVI_and_PR.RData rename to indicator_data/intermediateFiles/hotel_occupancy_rates_USVI_and_PR.RData diff --git a/indicator_data/prop_trips_diving_PR.RData b/indicator_data/intermediateFiles/trip_types/prop_trips_diving_PR.RData similarity index 100% rename from indicator_data/prop_trips_diving_PR.RData rename to indicator_data/intermediateFiles/trip_types/prop_trips_diving_PR.RData diff --git a/indicator_data/prop_trips_diving_STT.RData b/indicator_data/intermediateFiles/trip_types/prop_trips_diving_STT.RData similarity index 100% rename from indicator_data/prop_trips_diving_STT.RData rename to indicator_data/intermediateFiles/trip_types/prop_trips_diving_STT.RData diff --git a/indicator_data/prop_trips_diving_STX.RData b/indicator_data/intermediateFiles/trip_types/prop_trips_diving_STX.RData similarity index 100% rename from indicator_data/prop_trips_diving_STX.RData rename to indicator_data/intermediateFiles/trip_types/prop_trips_diving_STX.RData diff --git a/indicator_data/prop_trips_nonselective_PR.RData b/indicator_data/intermediateFiles/trip_types/prop_trips_nonselective_PR.RData similarity index 100% rename from indicator_data/prop_trips_nonselective_PR.RData rename to indicator_data/intermediateFiles/trip_types/prop_trips_nonselective_PR.RData diff --git a/indicator_data/prop_trips_nonselective_STT.RData b/indicator_data/intermediateFiles/trip_types/prop_trips_nonselective_STT.RData similarity index 100% rename from indicator_data/prop_trips_nonselective_STT.RData rename to indicator_data/intermediateFiles/trip_types/prop_trips_nonselective_STT.RData diff --git a/indicator_data/prop_trips_nonselective_STX.RData b/indicator_data/intermediateFiles/trip_types/prop_trips_nonselective_STX.RData similarity index 100% rename from indicator_data/prop_trips_nonselective_STX.RData rename to indicator_data/intermediateFiles/trip_types/prop_trips_nonselective_STX.RData diff --git a/indicator_data/quakes.csv b/indicator_data/quakes.csv deleted file mode 100644 index 7073a7f..0000000 --- a/indicator_data/quakes.csv +++ /dev/null @@ -1,974 +0,0 @@ -Year,Month,Day,Time,Lat,Lon,Depth,Mag,Region,Timestamp -2022,12,10,4:58:43,18.5025,-66.4046,110,3.7,Puerto Rico region,1670648323 -2022,12,9,23:46:56,17.9585,-66.9525,9,3.7,"4 km WSW of Guánica, Puerto Rico",1670629616 -2022,12,4,17:06:54,18.369,-67.3781,127,3.6,"13 km WNW of Rincón, Puerto Rico",1670173614 -2022,11,30,12:48:00,18.7393,-64.5146,7,3.6,"53 km NNE of Cruz Bay, U.S. Virgin Islands",1669812480 -2022,11,29,10:41:56,18.0705,-66.7988,4,4.2,"4 km W of Santo Domingo, Puerto Rico",1669718516 -2022,11,23,3:48:59,18.061,-67.8998,51,3.5,"74 km WSW of Stella, Puerto Rico",1669175339 -2022,11,20,9:37:30,18.3735,-67.7538,155,3.9,Mona Passage,1668937050 -2022,11,14,19:50:33,17.9306,-66.9561,10,3.5,"6 km SW of Guánica, Puerto Rico",1668455433 -2022,11,14,11:46:49,17.9471,-66.953,9,3.6,"5 km WSW of Guánica, Puerto Rico",1668426409 -2022,11,13,8:29:13,17.9293,-65.4505,14,3.5,"18 km S of Esperanza, Puerto Rico",1668328153 -2022,11,4,6:36:18,17.9525,-66.9816,13,3.8,"7 km ESE of La Parguera, Puerto Rico",1667543778 -2022,10,31,14:59:50,18.6491,-65.0098,18,3.8,"35 km NNW of Charlotte Amalie, U.S. Virgin Islands",1667228390 -2022,10,13,4:59:28,18.6445,-67.8475,75,4,"59 km E of Punta Cana, Dominican Republic",1665637168 -2022,10,1,9:01:34,18.6936,-66.9413,79,3.7,"23 km NNE of Isabela, Puerto Rico",1664614894 -2022,9,26,2:28:53,18.109,-65.7886,5,3.6,"5 km E of Candelero Arriba, Puerto Rico",1664159333 -2022,9,12,17:21:56,18.5423,-66.9445,12,3.6,Puerto Rico region,1663003316 -2022,9,9,20:42:01,18.4066,-66.2608,112,3.6,"1 km NNW of San José, Puerto Rico",1662756121 -2022,9,3,20:39:14,18.2788,-64.6111,135,4.4,Virgin Islands,1662237554 -2022,9,3,3:04:03,18.4831,-66.059,101,3.8,"5 km ENE of San Juan, Puerto Rico",1662174243 -2022,9,2,2:48:39,18.6033,-65.5686,75,3.6,"29 km NNE of Luquillo, Puerto Rico",1662086919 -2022,8,27,4:43:13,18.6693,-64.7546,51,3.6,Virgin Islands,1661575393 -2022,8,21,7:49:09,18.1656,-65.7015,14,3.7,"4 km E of Punta Santiago, Puerto Rico",1661068149 -2022,8,18,7:21:54,18.4226,-64.7886,97,3.8,"10 km N of Cruz Bay, U.S. Virgin Islands",1660807314 -2022,8,11,22:00:57,18.4163,-66.6401,123,3.5,"3 km S of Animas, Puerto Rico",1660255257 -2022,8,11,2:36:19,18.3755,-67.383,104,3.5,"14 km WNW of Rincón, Puerto Rico",1660185379 -2022,8,9,17:07:35,17.9763,-66.8395,16,3.6,"2 km SW of Indios, Puerto Rico",1660064855 -2022,8,9,13:12:04,17.9773,-66.8371,15,3.8,"2 km SW of Indios, Puerto Rico",1660050724 -2022,8,8,10:30:18,18.1498,-67.7143,144,3.7,"52 km WSW of Stella, Puerto Rico",1659954618 -2022,8,8,7:25:35,17.978,-66.8363,16,3.5,"2 km SW of Indios, Puerto Rico",1659943535 -2022,8,8,7:23:05,17.9818,-66.8348,15,3.6,"2 km SW of Indios, Puerto Rico",1659943385 -2022,8,6,19:53:30,17.861,-66.9003,12,4.2,"12 km S of Guánica, Puerto Rico",1659815610 -2022,8,6,19:51:10,17.8518,-66.9033,12,3.8,"13 km S of Guánica, Puerto Rico",1659815470 -2022,8,1,14:35:56,18.3635,-66.0098,125,3.5,"1 km NNW of Trujillo Alto, Puerto Rico",1659364556 -2022,7,25,1:20:39,18.4548,-66.4678,111,3.7,"2 km ESE of Tierras Nuevas Poniente, Puerto Rico",1658712039 -2022,7,24,9:59:23,18.5073,-67.851,5,3.9,"58 km E of Punta Cana, Dominican Republic",1658656763 -2022,7,23,13:04:54,18.5903,-67.6106,5,4.1,"47 km NW of Rincón, Puerto Rico",1658581494 -2022,7,18,7:58:45,18.0465,-67.9495,7,3.8,"76 km SE of Punta Cana, Dominican Republic",1658131125 -2022,7,13,12:29:37,18.0925,-64.9678,8,3.7,"27 km S of Charlotte Amalie, U.S. Virgin Islands",1657715377 -2022,7,8,0:09:21,18.5166,-65.1571,125,3.5,"28 km NNE of Culebra, Puerto Rico",1657238961 -2022,6,28,0:25:52,17.9965,-66.89,15,3.7,"2 km N of Maria Antonia, Puerto Rico",1656375952 -2022,6,26,13:25:57,17.9503,-66.8395,12,4.1,"5 km SSW of Indios, Puerto Rico",1656249957 -2022,6,23,10:54:09,17.9791,-66.834,11,3.6,"2 km SW of Indios, Puerto Rico",1655981649 -2022,6,18,10:56:32,18.7461,-66.984,60,3.8,"27 km N of Isabela, Puerto Rico",1655549792 -2022,6,15,21:54:33,18.6046,-65.0581,31,3.5,"32 km NNW of Charlotte Amalie, U.S. Virgin Islands",1655330073 -2022,6,12,15:48:27,17.9448,-66.9686,14,3.6,"7 km WSW of Guánica, Puerto Rico",1655048907 -2022,6,7,3:21:22,17.5638,-67.7936,51,3.5,"78 km SW of Pole Ojea, Puerto Rico",1654572082 -2022,6,6,3:34:53,18.6108,-65.2933,31,3.5,"34 km N of Culebra, Puerto Rico",1654486493 -2022,5,30,6:41:03,18.7215,-66.9821,62,3.7,"24 km N of Isabela, Puerto Rico",1653892863 -2022,5,23,21:19:15,18.4278,-66.1793,114,3.6,"0 km E of Sabana Seca, Puerto Rico",1653340755 -2022,5,20,9:40:10,17.9153,-66.8736,13,3.7,"7 km SSE of Maria Antonia, Puerto Rico",1653039610 -2022,5,11,7:12:34,17.9928,-65.3738,7,3.7,"15 km SE of Esperanza, Puerto Rico",1652253154 -2022,5,1,4:39:41,18.4685,-66.2201,97,3.8,Puerto Rico region,1651379981 -2022,4,25,9:25:30,18.2758,-67.9808,107,4,"56 km SE of Punta Cana, Dominican Republic",1650878730 -2022,4,13,10:17:02,18.6718,-66.224,100,3.6,"24 km N of Dorado, Puerto Rico",1649845022 -2022,4,10,23:03:00,18.3901,-66.1493,112,3.6,"1 km SE of Bayamón, Puerto Rico",1649631780 -2022,2,28,2:29:44,18.421,-64.5023,136,3.9,"32 km ENE of Cruz Bay, U.S. Virgin Islands",1646015384 -2022,2,24,20:48:38,17.969,-66.7421,10,4.2,"3 km SW of Tallaboa, Puerto Rico",1645735718 -2022,2,23,6:20:43,18.5885,-65.0681,63,3.5,"30 km NNW of Charlotte Amalie, U.S. Virgin Islands",1645597243 -2022,2,11,14:29:58,18.6775,-64.7041,86,3.6,"39 km NNE of Cruz Bay, U.S. Virgin Islands",1644589798 -2022,2,3,0:00:15,18.3765,-65.9075,36,3.6,"0 km W of Canovanas, Puerto Rico",1643846415 -2022,1,30,15:41:02,17.9586,-66.9456,7,3.7,"4 km WSW of Guánica, Puerto Rico",1643557262 -2022,1,29,3:56:13,18.2546,-67.9851,128,3.7,Mona Passage,1643428573 -2022,1,24,0:53:15,18.6958,-67.5031,6,3.8,"47 km NW of Aguadilla, Puerto Rico",1642985595 -2022,1,16,12:36:33,17.893,-65.7081,10,3.6,"21 km ESE of Emajagua, Puerto Rico",1642336593 -2022,1,16,2:13:13,18.5125,-65.195,110,3.7,"25 km NNE of Culebra, Puerto Rico",1642299193 -2022,1,11,23:53:00,18.3068,-65.109,104,3.6,"19 km WSW of Charlotte Amalie, U.S. Virgin Islands",1641945180 -2021,12,18,4:41:21,18.3578,-66.1993,121,3.7,"2 km ESE of Pájaros, Puerto Rico",1639802481 -2021,12,12,17:22:15,18.5831,-67.429,9,3.5,Mona Passage,1639329735 -2021,12,10,1:25:34,17.9938,-66.8325,16,4.2,"1 km W of Indios, Puerto Rico",1639099534 -2021,12,10,1:25:33,17.9791,-66.8364,18.7,4,"2 km SW of Indios, Puerto Rico",1639099533 -2021,11,26,22:01:58,18.0215,-67.9641,38,3.6,"77 km SE of Punta Cana, Dominican Republic",1637964118 -2021,11,8,18:23:19,18.2505,-67.8011,148,3.7,"59 km W of Rincón, Puerto Rico",1636395799 -2021,10,30,15:28:08,18.1603,-67.3723,10,3.5,"21 km WNW of Puerto Real, Puerto Rico",1635607688 -2021,10,8,20:22:31,18.0158,-65.3815,12,3.6,"13 km SE of Esperanza, Puerto Rico",1633724551 -2021,10,8,18:28:23,18.0105,-65.3871,11,4.8,"13 km SE of Esperanza, Puerto Rico",1633717703 -2021,10,8,18:28:22,17.951,-65.362,10,4.9,"19 km SE of Esperanza, Puerto Rico",1633717702 -2021,9,20,21:58:25,17.9653,-66.849,11,3.8,"4 km SW of Indios, Puerto Rico",1632175105 -2021,9,20,21:58:24,17.9475,-66.8418,20.5,3.9,"5 km SSW of Indios, Puerto Rico",1632175104 -2021,8,25,0:45:19,17.8563,-66.8898,11,3.6,"12 km S of Guánica, Puerto Rico",1629852319 -2021,8,25,0:45:18,17.8496,-66.8799,20.1,3.7,"13 km SSE of Guánica, Puerto Rico",1629852318 -2021,8,22,7:45:42,18.4628,-66.2571,99,3.5,"1 km ENE of Dorado, Puerto Rico",1629618342 -2021,8,15,3:39:50,17.8511,-66.886,7,4.1,"13 km S of Guánica, Puerto Rico",1628998790 -2021,8,15,3:39:49,17.7739,-66.8554,10,4.1,Puerto Rico region,1628998789 -2021,8,2,15:27:15,18.5051,-65.0086,111,3.8,"19 km NNW of Charlotte Amalie, U.S. Virgin Islands",1627918035 -2021,7,28,18:41:43,18.5923,-66.392,109,3.5,"14 km NNW of Brenas, Puerto Rico",1627497703 -2021,7,18,4:45:42,17.9553,-67.0951,11,4.3,"5 km WSW of La Parguera, Puerto Rico",1626583542 -2021,7,18,4:45:40,17.8919,-67.1158,16.9,4.4,"11 km SW of La Parguera, Puerto Rico",1626583540 -2021,7,18,4:42:58,17.8835,-67.1468,10,3.5,"10 km SSE of Pole Ojea, Puerto Rico",1626583378 -2021,7,18,3:52:25,17.9443,-67.0966,11,4.5,"6 km WSW of La Parguera, Puerto Rico",1626580345 -2021,7,18,3:52:25,17.935,-67.118,6.4,4.7,"8 km ESE of Pole Ojea, Puerto Rico",1626580345 -2021,7,18,3:52:24,17.8751,-67.1315,9.8,4.3,"12 km SSE of Pole Ojea, Puerto Rico",1626580344 -2021,7,18,3:50:03,17.9426,-67.1041,10,3.5,"7 km WSW of La Parguera, Puerto Rico",1626580203 -2021,7,5,7:40:59,18.6241,-65.2246,27,3.5,"36 km NNE of Culebra, Puerto Rico",1625470859 -2021,6,30,9:20:02,17.9441,-67.1,12,3.8,"6 km WSW of La Parguera, Puerto Rico",1625044802 -2021,6,29,4:43:59,18.1998,-67.18,100,3.6,"4 km W of Mayagüez, Puerto Rico",1624941839 -2021,6,27,15:18:12,17.9325,-67.0853,11,3.6,"6 km SW of La Parguera, Puerto Rico",1624807092 -2021,6,27,15:18:11,17.8786,-67.1115,10,3.6,"12 km SSW of La Parguera, Puerto Rico",1624807091 -2021,6,25,22:17:06,17.722,-67.1198,10,4,"28 km SSE of Pole Ojea, Puerto Rico",1624659426 -2021,6,25,21:48:53,17.874,-67.0886,10,3.5,"12 km SSW of La Parguera, Puerto Rico",1624657733 -2021,6,25,5:19:26,17.9506,-67.0793,11,3.6,"4 km SW of La Parguera, Puerto Rico",1624598366 -2021,6,25,3:37:05,17.967,-67.0911,10,3.6,"4 km W of La Parguera, Puerto Rico",1624592225 -2021,6,25,3:37:03,17.819,-67.0955,10,3.6,"18 km SSW of La Parguera, Puerto Rico",1624592223 -2021,6,25,1:08:55,17.9266,-67.1121,11,3.7,"8 km SW of La Parguera, Puerto Rico",1624583335 -2021,6,25,1:08:54,17.9254,-67.1141,15.9,3.8,"9 km SW of La Parguera, Puerto Rico",1624583334 -2021,6,24,20:42:36,17.9456,-67.0958,11,3.6,Puerto Rico region,1624567356 -2021,6,24,20:10:57,17.92,-67.1186,11,4.3,"9 km SE of Pole Ojea, Puerto Rico",1624565457 -2021,6,24,20:10:57,17.8882,-67.0545,12.3,4.3,"9 km S of La Parguera, Puerto Rico",1624565457 -2021,6,24,16:30:28,17.944,-67.1075,11,3.7,"7 km WSW of La Parguera, Puerto Rico",1624552228 -2021,6,24,16:30:28,17.9326,-67.1121,10,3.8,"8 km SW of La Parguera, Puerto Rico",1624552228 -2021,6,24,16:28:21,17.9331,-67.1175,11,3.6,"8 km ESE of Pole Ojea, Puerto Rico",1624552101 -2021,6,23,0:48:32,18.548,-66.786,85,3.5,"7 km N of Carrizales, Puerto Rico",1624409312 -2021,6,15,5:33:59,17.8698,-66.8651,6,3.6,"12 km SSE of Guánica, Puerto Rico",1623735239 -2021,6,6,1:47:54,18.0623,-64.6268,53,3.6,"34 km SSE of Cruz Bay, U.S. Virgin Islands",1622944074 -2021,5,31,5:18:39,18.0155,-66.741,15,4.2,"2 km E of Magas Arriba, Puerto Rico",1622438319 -2021,5,31,5:18:38,18.0056,-66.7379,19.4,4.2,"2 km WNW of Tallaboa, Puerto Rico",1622438318 -2021,5,28,12:54:48,18.2293,-67.177,92,3.5,"5 km NW of Mayagüez, Puerto Rico",1622206488 -2021,5,27,23:30:31,18.5296,-67.7435,99,3.9,"56 km WNW of Rincón, Puerto Rico",1622158231 -2021,5,12,20:23:01,17.9523,-67.01,9,3.8,"4 km ESE of La Parguera, Puerto Rico",1620850981 -2021,5,12,20:23:00,17.9137,-66.9945,10,3.9,"8 km SE of La Parguera, Puerto Rico",1620850980 -2021,5,12,1:09:02,17.9506,-67.0006,9,3.6,"5 km ESE of La Parguera, Puerto Rico",1620781742 -2021,5,6,13:08:57,17.9493,-67.0056,9,3.8,"5 km ESE of La Parguera, Puerto Rico",1620306537 -2021,5,6,13:08:56,17.9548,-67.004,10,3.8,"5 km ESE of La Parguera, Puerto Rico",1620306536 -2021,4,22,17:01:02,17.96,-67.0041,8,3.7,"4 km ESE of La Parguera, Puerto Rico",1619110862 -2021,4,20,12:22:20,17.9518,-66.999,8,3.6,Puerto Rico region,1618921340 -2021,4,12,22:19:24,18.6713,-67.5841,4,3.6,"50 km NW of Rincón, Puerto Rico",1618265964 -2021,4,12,22:19:23,18.5965,-67.5866,29.2,3.8,"45 km NW of Rincón, Puerto Rico",1618265963 -2021,3,30,1:07:24,18.0291,-65.5293,5,3.7,"9 km SW of Esperanza, Puerto Rico",1617066444 -2021,3,30,1:07:23,17.9922,-65.5565,22.4,3.8,"14 km SW of Esperanza, Puerto Rico",1617066443 -2021,3,23,16:17:32,17.992,-66.9745,41,3.5,"6 km W of Fuig, Puerto Rico",1616516252 -2021,3,19,19:37:15,18.6346,-66.7638,109,3.6,"17 km N of Carrizales, Puerto Rico",1616182635 -2021,2,18,6:09:41,18.3288,-68,170,3.9,"51 km ESE of Punta Cana, Dominican Republic",1613628581 -2021,2,12,10:05:42,17.9925,-67.004,7,3.6,"4 km ENE of La Parguera, Puerto Rico",1613124342 -2021,2,9,10:24:49,18.4211,-67.4103,18,3.6,"19 km WNW of Rincón, Puerto Rico",1612866289 -2021,1,21,18:04:06,18.4976,-67.5925,104,3.9,"40 km WNW of Rincón, Puerto Rico",1611252246 -2021,1,12,22:57:11,18.6593,-65.2973,68,3.8,"39 km N of Culebra, Puerto Rico",1610492231 -2021,1,10,10:43:40,17.9386,-66.9436,5,3.5,"5 km SW of Guánica, Puerto Rico",1610275420 -2021,1,10,10:43:40,17.9396,-66.9459,10.5,3.6,"5 km SW of Guánica, Puerto Rico",1610275420 -2021,1,4,19:08:27,17.9431,-66.8076,10,3.8,"5 km SSE of Indios, Puerto Rico",1609787307 -2021,1,4,18:58:00,17.9333,-66.8098,8,3.5,"6 km S of Indios, Puerto Rico",1609786680 -2021,1,1,10:57:28,17.9591,-66.908,9,3.5,"1 km S of Guánica, Puerto Rico",1609498648 -2021,1,1,10:57:28,17.9501,-66.9085,10,3.6,"2 km S of Guánica, Puerto Rico",1609498648 -2020,12,27,16:22:02,17.9048,-66.8451,12,3.7,"9 km SSE of Maria Antonia, Puerto Rico",1609086122 -2020,12,26,18:30:59,18.0338,-67.8951,107,3.6,"75 km W of Puerto Real, Puerto Rico",1609007459 -2020,12,24,18:12:01,17.9333,-66.8473,14,4.1,"6 km SE of Maria Antonia, Puerto Rico",1608833521 -2020,12,24,17:33:47,17.9461,-66.8385,9,4.7,"5 km SSW of Indios, Puerto Rico",1608831227 -2020,12,24,17:13:33,17.9496,-66.8431,12,3.7,"5 km SSW of Indios, Puerto Rico",1608830013 -2020,12,24,16:56:39,17.9331,-66.8451,10,4.8,"6 km SE of Maria Antonia, Puerto Rico",1608828999 -2020,12,24,16:56:39,17.9227,-66.7025,10,4.9,"8 km S of Tallaboa, Puerto Rico",1608828999 -2020,12,24,16:56:38,17.889,-66.829,5,4.9,"11 km S of Indios, Puerto Rico",1608828998 -2020,12,24,16:49:04,17.977,-66.8378,8,3.6,"2 km SW of Indios, Puerto Rico",1608828544 -2020,12,24,16:03:27,17.9853,-66.8327,15.3,3.5,"1 km SW of Indios, Puerto Rico",1608825807 -2020,12,24,16:03:07,17.921,-66.8338,11,3.7,"8 km S of Indios, Puerto Rico",1608825787 -2020,12,24,11:17:00,17.9335,-66.8425,12,4,"7 km SE of Maria Antonia, Puerto Rico",1608808620 -2020,12,24,11:16:59,17.8252,-66.828,10,4,"18 km SSE of Maria Antonia, Puerto Rico",1608808619 -2020,12,24,9:34:24,17.9263,-66.8471,12,3.6,"7 km SE of Maria Antonia, Puerto Rico",1608802464 -2020,12,24,9:21:19,17.933,-66.8421,12,4,"7 km SE of Maria Antonia, Puerto Rico",1608801679 -2020,12,24,9:21:18,17.9094,-66.8454,10,3.9,"8 km SSE of Maria Antonia, Puerto Rico",1608801678 -2020,12,24,7:51:30,17.9365,-66.8458,11,3.6,"6 km SE of Maria Antonia, Puerto Rico",1608796290 -2020,12,24,7:43:40,17.847,-66.8452,10,3.7,"15 km SSE of Maria Antonia, Puerto Rico",1608795820 -2020,12,24,3:57:48,17.925,-66.8488,11,3.5,"7 km SE of Maria Antonia, Puerto Rico",1608782268 -2020,12,24,3:57:46,17.8,-66.8361,10,3.5,"20 km SSE of Guánica, Puerto Rico",1608782266 -2020,12,24,3:04:19,18.7153,-64.68,30,3.7,"44 km NNE of Cruz Bay, U.S. Virgin Islands",1608779059 -2020,12,24,3:04:17,18.7208,-64.6245,35,3.5,"46 km NNE of Cruz Bay, U.S. Virgin Islands",1608779057 -2020,12,23,17:32:45,17.9201,-66.9253,9,3.6,"5 km SSW of Guánica, Puerto Rico",1608744765 -2020,12,18,22:48:08,18.2181,-64.8441,142,3.7,"13 km SSW of Cruz Bay, U.S. Virgin Islands",1608331688 -2020,12,16,10:05:30,18.2675,-65.0073,132,3.8,"11 km SW of Charlotte Amalie, U.S. Virgin Islands",1608113130 -2020,12,12,15:01:56,18.0186,-66.7791,13,3.6,Puerto Rico region,1607785316 -2020,12,10,14:36:18,17.9516,-66.9786,9,3.6,"7 km ESE of La Parguera, Puerto Rico",1607610978 -2020,12,3,9:09:19,17.859,-66.8563,7,3.6,"13 km SSE of Guánica, Puerto Rico",1606986559 -2020,11,26,19:56:08,17.8365,-66.9096,12,3.6,"14 km S of Guánica, Puerto Rico",1606420568 -2020,11,22,11:28:12,17.9328,-66.8471,16,3.9,"6 km SE of Maria Antonia, Puerto Rico",1606044492 -2020,11,18,8:11:18,18.1481,-67.402,11,3.6,"24 km WNW of Puerto Real, Puerto Rico",1605687078 -2020,10,26,1:39:49,17.96,-66.9755,6,3.5,"7 km WSW of Fuig, Puerto Rico",1603676389 -2020,10,26,1:39:48,17.9947,-66.9788,17.6,4.2,"6 km SW of Liborio Negron Torres, Puerto Rico",1603676388 -2020,10,15,18:06:34,17.94,-66.9838,10,3.8,"7 km ESE of La Parguera, Puerto Rico",1602785194 -2020,10,13,20:40:54,18.1811,-67.9355,115,3.6,"66 km SE of Punta Cana, Dominican Republic",1602621654 -2020,10,11,7:21:00,18.0008,-67.0261,10,4,"3 km NE of La Parguera, Puerto Rico",1602400860 -2020,10,11,7:21:00,17.9396,-67.0581,11,3.7,"4 km SSW of La Parguera, Puerto Rico",1602400860 -2020,10,11,4:00:47,17.9396,-67.0515,12,3.7,"3 km S of La Parguera, Puerto Rico",1602388847 -2020,10,6,23:03:02,17.9193,-66.8908,6,4.1,"6 km SSE of Guánica, Puerto Rico",1602025382 -2020,9,29,13:29:59,17.9475,-67.0695,11,3.9,"3 km SW of La Parguera, Puerto Rico",1601386199 -2020,9,27,4:29:04,17.9884,-67.0461,10,3.5,"1 km N of La Parguera, Puerto Rico",1601180944 -2020,9,27,4:28:08,17.9349,-67.024,13.3,4.2,"5 km SSE of La Parguera, Puerto Rico",1601180888 -2020,9,27,4:28:08,17.9331,-67.0671,12,4.1,"5 km SSW of La Parguera, Puerto Rico",1601180888 -2020,9,27,4:26:40,17.8532,-67.0559,10,3.8,"13 km S of La Parguera, Puerto Rico",1601180800 -2020,9,26,11:38:38,17.9562,-67.0468,10,3.6,"2 km S of La Parguera, Puerto Rico",1601120318 -2020,9,13,10:18:46,18.1801,-64.7693,129,3.6,"16 km S of Cruz Bay, U.S. Virgin Islands",1599992326 -2020,9,10,4:56:05,17.8277,-67.106,10,3.8,"17 km SSW of La Parguera, Puerto Rico",1599713765 -2020,9,6,21:38:46,17.919,-66.9068,9,3.5,"5 km S of Guánica, Puerto Rico",1599428326 -2020,9,6,21:38:45,17.8217,-66.8928,10,3.8,"16 km S of Guánica, Puerto Rico",1599428325 -2020,9,5,4:08:14,17.9668,-67.598,10,3.6,"43 km W of Pole Ojea, Puerto Rico",1599278894 -2020,9,5,4:08:14,18.0349,-67.5486,35.7,3.7,"38 km W of Puerto Real, Puerto Rico",1599278894 -2020,9,4,20:05:42,18.2838,-65.4576,116,3.7,"14 km N of Isabel Segunda, Puerto Rico",1599249942 -2020,8,29,16:33:45,17.9626,-66.9743,7,4.1,"6 km WSW of Fuig, Puerto Rico",1598718825 -2020,8,22,13:21:36,18.0536,-66.83,10,3.9,"2 km NE of Yauco, Puerto Rico",1598102496 -2020,8,19,0:24:42,17.8805,-66.9878,17.4,3.7,Puerto Rico region,1597796682 -2020,8,15,9:30:48,18.1491,-67.7273,155,3.6,"54 km WSW of Stella, Puerto Rico",1597483848 -2020,8,15,3:37:45,18.745,-64.6005,30,3.9,"50 km NNE of Cruz Bay, U.S. Virgin Islands",1597462665 -2020,8,15,3:37:44,18.6409,-64.542,35,3.7,"43 km NE of Cruz Bay, U.S. Virgin Islands",1597462664 -2020,8,7,3:27:00,17.995,-66.7606,12,4.8,"2 km SSE of Magas Arriba, Puerto Rico",1596770820 -2020,8,7,3:27:00,17.946,-66.752,2,5.2,"6 km SW of Tallaboa, Puerto Rico",1596770820 -2020,8,6,22:28:50,17.9911,-66.758,13,3.6,"3 km SSE of Magas Arriba, Puerto Rico",1596752930 -2020,8,1,20:07:58,17.9115,-66.6841,31,3.5,"9 km SSE of Tallaboa, Puerto Rico",1596312478 -2020,7,31,3:24:38,18.0333,-64.7961,29,3.6,"32 km S of Cruz Bay, U.S. Virgin Islands",1596165878 -2020,7,29,8:50:07,17.935,-66.9113,13,3.5,"4 km S of Guánica, Puerto Rico",1596012607 -2020,7,29,8:45:56,17.9313,-66.9128,13,3.8,"4 km S of Guánica, Puerto Rico",1596012356 -2020,7,26,10:39:44,18.7076,-64.5985,30,4,"46 km NNE of Cruz Bay, U.S. Virgin Islands",1595759984 -2020,7,25,12:59:49,17.9955,-66.7653,11,3.6,"2 km S of Magas Arriba, Puerto Rico",1595681989 -2020,7,24,0:13:25,17.9941,-66.7623,13,3.6,"2 km SSE of Magas Arriba, Puerto Rico",1595549605 -2020,7,23,21:10:43,18.0176,-66.8325,12,3.8,"2 km SE of Yauco, Puerto Rico",1595538643 -2020,7,23,4:44:16,17.8961,-66.8605,12,3.9,"9 km SSE of Maria Antonia, Puerto Rico",1595479456 -2020,7,19,14:56:52,17.9138,-66.8455,13,3.6,"8 km SSE of Maria Antonia, Puerto Rico",1595170612 -2020,7,12,12:52:02,18.7241,-64.9516,13,3.7,"42 km N of Charlotte Amalie, U.S. Virgin Islands",1594558322 -2020,7,8,5:47:06,17.9543,-66.9691,6,3.6,"6 km WSW of Fuig, Puerto Rico",1594187226 -2020,7,6,21:31:11,17.95,-66.9578,7,3.5,"5 km WSW of Guánica, Puerto Rico",1594071071 -2020,7,6,15:33:34,17.9441,-67.08,11,3.7,"4 km SW of La Parguera, Puerto Rico",1594049614 -2020,7,5,12:25:14,17.9398,-66.9578,5,3.5,"6 km WSW of Guánica, Puerto Rico",1593951914 -2020,7,4,22:31:26,17.9555,-66.9841,7,3.5,"6 km ESE of La Parguera, Puerto Rico",1593901886 -2020,7,4,6:24:23,17.9553,-66.988,5,3.6,"6 km ESE of La Parguera, Puerto Rico",1593843863 -2020,7,3,21:17:39,17.964,-66.9786,6,3.6,"7 km WSW of Fuig, Puerto Rico",1593811059 -2020,7,3,21:00:08,17.9503,-67.0171,6,4.1,"4 km SE of La Parguera, Puerto Rico",1593810008 -2020,7,3,20:49:45,17.8995,-67.0048,3,5.3,"9 km SSE of La Parguera, Puerto Rico",1593809385 -2020,7,3,13:54:50,17.9443,-67.0035,6,4.9,"5 km SE of La Parguera, Puerto Rico",1593784490 -2020,7,3,8:48:52,17.9331,-66.9481,13,3.6,"6 km SW of Guánica, Puerto Rico",1593766132 -2020,7,2,3:37:09,17.9485,-66.9166,10,3.8,"2 km SSW of Guánica, Puerto Rico",1593661029 -2020,6,30,6:10:01,17.9971,-66.7701,12,3.6,"3km S of Magas Arriba, Puerto Rico",1593497401 -2020,6,29,22:25:08,17.9398,-66.8838,9,3.5,"12km SSE of Guanica, Puerto Rico",1593469508 -2020,6,29,16:59:14,17.9571,-66.9286,13,3.6,"7km SSW of Guanica, Puerto Rico",1593449954 -2020,6,29,7:15:15,17.9496,-66.9736,5,3.9,"11km SSE of La Parguera, Puerto Rico",1593414915 -2020,6,28,23:12:48,17.934,-66.9495,13,3.6,"20km SSW of Guanica, Puerto Rico",1593385968 -2020,6,28,22:48:49,17.9443,-66.9495,13,4.5,"9km S of Guanica, Puerto Rico",1593384529 -2020,6,28,21:43:57,17.9458,-66.948,12,3.7,"10km SSW of Guanica, Puerto Rico",1593380637 -2020,6,28,11:54:21,17.9351,-66.9231,12,4.3,"2km SSW of Guanica, Puerto Rico",1593345261 -2020,6,28,7:30:38,17.9446,-66.943,9,3.5,"3km WSW of Guanica, Puerto Rico",1593329438 -2020,6,28,6:45:06,17.9461,-66.9393,8,4.4,"5km S of Guanica, Puerto Rico",1593326706 -2020,6,28,6:42:42,17.9396,-66.9415,11,4.8,"3km W of Fuig, Puerto Rico",1593326562 -2020,6,24,2:30:58,17.9921,-66.8323,15,3.8,"1km WNW of Guayanilla, Puerto Rico",1592965858 -2020,6,21,22:53:59,17.9228,-66.882,6,3.5,"9km SSE of Guanica, Puerto Rico",1592780039 -2020,6,18,6:38:34,17.9233,-66.7635,6,3.7,"10km SSW of Tallaboa, Puerto Rico",1592462314 -2020,6,15,6:00:48,17.9316,-67.0081,4,3.7,"8km S of La Parguera, Puerto Rico",1592200848 -2020,6,13,22:31:18,17.9361,-66.9443,12,3.6,"14km SSW of Guanica, Puerto Rico",1592087478 -2020,6,13,5:52:34,17.9601,-66.9471,9,4.5,"10km SSW of Guanica, Puerto Rico",1592027554 -2020,6,12,7:36:35,17.925,-66.6616,5,3.6,"10km SSW of Ponce, Puerto Rico",1591947395 -2020,6,11,6:45:17,17.9213,-66.5835,6,3.7,"9km SSE of Ponce, Puerto Rico",1591857917 -2020,6,4,14:46:18,17.9113,-66.852,12,4.2,"10km S of Indios, Puerto Rico",1591281978 -2020,6,1,12:05:51,17.9773,-66.8193,11,4.1,"7km SSE of Indios, Puerto Rico",1591013151 -2020,5,31,19:56:32,18.4335,-65.0218,6,3.8,"17km NW of Charlotte Amalie, U.S. Virgin Islands",1590954992 -2020,5,31,16:47:07,17.8789,-66.7408,10,4.2,"13km SSW of Tallaboa, Puerto Rico",1590943627 -2020,5,29,1:58:51,17.9121,-66.5941,5,3.7,"11km SSE of Ponce, Puerto Rico",1590717531 -2020,5,24,1:33:43,17.8455,-66.8811,12,3.5,"25km S of Guanica, Puerto Rico",1590284023 -2020,5,21,23:59:06,18.0116,-66.7396,6,3.6,"0km SSE of Tallaboa, Puerto Rico",1590105546 -2020,5,19,5:15:39,17.9318,-66.6286,7,3.5,"8km S of Ponce, Puerto Rico",1589865339 -2020,5,16,8:16:24,17.9688,-66.7446,10,3.7,"5km SSW of Tallaboa, Puerto Rico",1589616984 -2020,5,16,4:09:11,17.9033,-66.8458,12,4.1,"19km SSE of Guanica, Puerto Rico",1589602151 -2020,5,11,7:48:24,17.9701,-66.7156,9,3.6,"8km SSE of Tallaboa, Puerto Rico",1589183304 -2020,5,10,5:03:06,17.8725,-66.888,12,3.5,"12km SSE of Guanica, Puerto Rico",1589086986 -2020,5,7,19:52:54,17.9418,-66.9426,7,3.6,"6km SSW of Guanica, Puerto Rico",1588881174 -2020,5,6,5:40:07,17.9595,-66.702,10,3.6,"7km SE of Tallaboa, Puerto Rico",1588743607 -2020,5,3,20:00:18,17.9381,-66.7161,6,3.6,"8km S of Tallaboa, Puerto Rico",1588536018 -2020,5,3,8:12:10,17.9473,-66.907,11,3.7,"15km S of Guanica, Puerto Rico",1588493530 -2020,5,2,15:27:21,17.9268,-66.7016,6,3.7,"12km SSE of Tallaboa, Puerto Rico",1588433241 -2020,5,2,11:36:09,17.8426,-66.6735,16,3.7,"13km SSE of Tallaboa, Puerto Rico",1588419369 -2020,5,2,11:32:21,17.9433,-66.7081,6,3.8,"8km SSE of Tallaboa, Puerto Rico",1588419141 -2020,5,2,11:32:08,17.933,-66.702,6,3.9,"7km SSE of Tallaboa, Puerto Rico",1588419128 -2020,5,2,11:19:28,17.9508,-66.6981,7,4.6,"5km SE of Tallaboa, Puerto Rico",1588418368 -2020,5,2,11:17:16,17.9405,-66.6995,6,3.5,"10km SSE of Tallaboa, Puerto Rico",1588418236 -2020,5,2,11:13:18,17.937,-66.7266,9,5.4,"6km SSE of Tallaboa, Puerto Rico",1588417998 -2020,5,1,21:57:31,17.9368,-66.9116,12,3.6,"13km S of Guanica, Puerto Rico",1588370251 -2020,4,27,17:21:15,17.8876,-66.861,5,3.6,"13km SSE of Guanica, Puerto Rico",1588008075 -2020,4,12,2:09:29,17.9213,-66.9026,6,3.5,"6km SSE of Guanica, Puerto Rico",1586657369 -2020,4,7,13:00:35,18.0723,-66.7846,6,4,"5km E of Adjuntas, Puerto Rico",1586264435 -2020,4,6,20:17:09,17.9845,-66.9268,10,3.6,"28km S of Guanica, Puerto Rico",1586204229 -2020,4,5,23:01:09,18.3646,-67.3778,123,4.1,"22km NW of Rincon, Puerto Rico",1586127669 -2020,4,5,16:25:21,17.9663,-66.8818,8,3.5,"7km S of Indios, Puerto Rico",1586103921 -2020,4,5,2:23:20,17.961,-66.9373,11,3.6,"2km WSW of Guanica, Puerto Rico",1586053400 -2020,4,2,18:29:05,17.9985,-66.7981,15,3.6,"2km WNW of Guayanilla, Puerto Rico",1585852145 -2020,3,30,16:06:43,17.9206,-66.8906,5,4.2,"10km SSE of Guanica, Puerto Rico",1585584403 -2020,3,27,14:59:07,17.9566,-66.9985,5,3.5,"4km ESE of La Parguera, Puerto Rico",1585321147 -2020,3,24,17:43:02,17.9771,-66.9833,6,3.6,"5km ESE of La Parguera, Puerto Rico",1585071782 -2020,3,24,2:25:55,18.2346,-67.6095,137,3.9,"38km WSW of Rincon, Puerto Rico",1585016755 -2020,3,21,19:51:38,17.9921,-66.8136,13,3.7,"11km SSE of Indios, Puerto Rico",1584820298 -2020,3,21,2:28:02,17.6061,-67.5136,10,3.6,"48km SSW of Pole Ojea, Puerto Rico",1584757682 -2020,3,10,5:29:52,17.9426,-66.9275,8,3.6,"10km SSW of Guanica, Puerto Rico",1583818192 -2020,3,9,20:40:15,17.9485,-66.8303,17,3.6,"16km S of Indios, Puerto Rico",1583786415 -2020,3,7,17:44:35,17.8545,-66.8766,6,3.5,"15km SSE of Guanica, Puerto Rico",1583603075 -2020,3,7,11:42:46,17.8588,-66.8536,9,3.7,"16km SSE of Guanica, Puerto Rico",1583581366 -2020,3,7,2:26:49,17.8578,-66.8725,3,3.9,"19km SSE of Guanica, Puerto Rico",1583548009 -2020,3,2,21:52:01,17.9626,-66.9298,8,3.5,"6km S of Guanica, Puerto Rico",1583185921 -2020,2,29,17:39:46,17.9141,-66.8136,7,3.5,"7km SSE of Indios, Puerto Rico",1582997986 -2020,2,28,17:05:25,17.9973,-66.8045,11,3.8,"2km ESE of Indios, Puerto Rico",1582909525 -2020,2,25,5:27:12,17.8816,-66.8608,3,3.6,"22km SSE of Guanica, Puerto Rico",1582608432 -2020,2,24,21:30:15,17.8785,-66.8361,13,3.6,"16km SE of Guanica, Puerto Rico",1582579815 -2020,2,24,5:01:36,18.0146,-66.796,11,3.6,"7km SSE of Indios, Puerto Rico",1582520496 -2020,2,23,16:08:46,17.7833,-66.8988,4,3.5,"31km S of Guanica, Puerto Rico",1582474126 -2020,2,21,18:46:56,17.9135,-67.005,6,3.8,"6km SE of La Parguera, Puerto Rico",1582310816 -2020,2,20,3:52:52,17.882,-66.8998,11,3.6,"14km S of Guanica, Puerto Rico",1582170772 -2020,2,17,11:18:04,17.9218,-66.8968,10,3.6,"6km S of Guanica, Puerto Rico",1581938284 -2020,2,15,3:05:39,17.9766,-66.8478,12,3.6,"10km S of Indios, Puerto Rico",1581735939 -2020,2,14,7:52:53,18.0121,-66.8226,9,3.5,"3km SSE of Indios, Puerto Rico",1581666773 -2020,2,14,7:23:20,17.9748,-66.8351,12,3.6,"4km SSE of Indios, Puerto Rico",1581665000 -2020,2,13,0:13:17,17.9743,-66.8776,13,3.6,"5km SSE of Maria Antonia, Puerto Rico",1581552797 -2020,2,12,4:49:42,17.9783,-66.8743,11,3.9,"6km SSW of Indios, Puerto Rico",1581482982 -2020,2,12,4:48:40,18.0213,-66.8626,9,3.7,"3km SSW of Indios, Puerto Rico",1581482920 -2020,2,11,21:31:14,17.9325,-66.9543,10,3.6,"5km SSW of Guanica, Puerto Rico",1581456674 -2020,2,8,10:17:17,17.7728,-66.8566,5,3.6,"38km S of Guanica, Puerto Rico",1581157037 -2020,2,8,10:09:39,17.787,-66.8741,4,3.9,"37km S of Guanica, Puerto Rico",1581156579 -2020,2,8,8:56:45,17.7648,-66.8766,3,4,"24km SSE of Guanica, Puerto Rico",1581152205 -2020,2,7,9:38:31,17.9448,-66.9968,13,3.5,"13km SW of Guanica, Puerto Rico",1581068311 -2020,2,5,17:22:22,17.9646,-66.8483,14,3.5,"2km SW of Indios, Puerto Rico",1580923342 -2020,2,4,20:00:04,17.8653,-66.87,7,3.6,"15km SSE of Guanica, Puerto Rico",1580846404 -2020,2,4,19:53:16,17.8706,-66.8695,5,4,"18km SSE of Guanica, Puerto Rico",1580845996 -2020,2,4,17:29:27,17.8638,-66.8751,4,3.9,"21km S of Guanica, Puerto Rico",1580837367 -2020,2,4,15:12:11,17.8398,-66.8581,11,3.6,"23km SSE of Guanica, Puerto Rico",1580829131 -2020,2,4,14:45:55,17.8388,-66.8751,7,5,"20km SSE of Guanica, Puerto Rico",1580827555 -2020,2,3,5:02:13,17.9206,-66.8486,10,3.8,"15km SSE of Guanica, Puerto Rico",1580706133 -2020,2,3,0:33:18,17.9095,-66.701,6,3.8,"7km SSE of Tallaboa, Puerto Rico",1580689998 -2020,2,2,15:41:45,17.9583,-66.925,10,3.6,"2km SW of Guanica, Puerto Rico",1580658105 -2020,2,2,15:40:23,17.977,-66.7278,6,3.5,"1km NNE of Tallaboa, Puerto Rico",1580658023 -2020,2,2,1:44:27,18.0031,-66.7918,12,3.7,"1km SW of Santo Domingo, Puerto Rico",1580607867 -2020,2,1,10:05:48,17.9061,-66.8646,10,4,"18km SSE of Guanica, Puerto Rico",1580551548 -2020,2,1,6:17:54,17.8498,-66.8638,4,3.6,"19km SSE of Guanica, Puerto Rico",1580537874 -2020,1,30,17:10:27,17.9545,-66.7825,6,3.5,"6km SW of Tallaboa, Puerto Rico",1580404227 -2020,1,30,4:59:48,17.9201,-66.8791,10,4,"15km SSE of Guanica, Puerto Rico",1580360388 -2020,1,28,10:38:41,17.8381,-66.8556,5,3.6,"18km SSE of Guanica, Puerto Rico",1580207921 -2020,1,28,0:16:48,17.9153,-66.6943,8,3.5,"10km SSE of Tallaboa, Puerto Rico",1580170608 -2020,1,27,14:51:41,17.9215,-66.6351,4,3.7,"9km SSW of Ponce, Puerto Rico",1580136701 -2020,1,27,6:53:23,17.9525,-66.6535,7,4.3,"9km S of Ponce, Puerto Rico",1580108003 -2020,1,27,5:57:46,17.8718,-66.8603,2,4.1,"16km SSE of Guanica, Puerto Rico",1580104666 -2020,1,27,5:20:39,17.9301,-66.6238,6,4.3,"9km SSW of Ponce, Puerto Rico",1580102439 -2020,1,26,17:19:08,17.9666,-66.8393,9,3.9,"26km SSE of Guanica, Puerto Rico",1580059148 -2020,1,26,14:47:27,17.9443,-66.8311,12,3.6,"7km S of Indios, Puerto Rico",1580050047 -2020,1,26,1:59:27,17.9085,-66.8606,10,3.6,"16km SSE of Guanica, Puerto Rico",1580003967 -2020,1,25,20:20:38,18.0105,-66.8188,13,5,"12km SSE of Indios, Puerto Rico",1579983638 -2020,1,25,14:17:39,17.9485,-66.8063,7,3.8,"16km S of Indios, Puerto Rico",1579961859 -2020,1,25,10:32:20,17.9435,-66.9268,11,3.8,"1km WNW of Fuig, Puerto Rico",1579948340 -2020,1,25,8:00:47,17.9245,-66.9401,6,4.5,"13km SSW of Guanica, Puerto Rico",1579939247 -2020,1,23,14:33:56,17.8873,-66.809,10,3.6,"11km S of Indios, Puerto Rico",1579790036 -2020,1,23,7:48:03,17.8976,-66.8388,12,3.9,"18km SSE of Guanica, Puerto Rico",1579765683 -2020,1,22,9:37:09,17.9673,-66.9366,10,4.2,"10km SSW of Guanica, Puerto Rico",1579685829 -2020,1,22,2:25:22,17.7975,-66.8706,10,3.6,"19km SSE of Guanica, Puerto Rico",1579659922 -2020,1,21,5:28:08,18.0016,-66.7346,15,3.7,"1km SSE of Santo Domingo, Puerto Rico",1579584488 -2020,1,21,3:53:57,17.8811,-66.8761,13,3.5,"14km SSE of Guanica, Puerto Rico",1579578837 -2020,1,21,2:17:24,18.0128,-66.728,16,3.6,"1km ESE of Penuelas, Puerto Rico",1579573044 -2020,1,21,2:07:59,18.0018,-66.7323,16,3.9,"2km NNE of Tallaboa, Puerto Rico",1579572479 -2020,1,20,23:35:01,17.897,-66.8538,14,3.6,"16km SSE of Guanica, Puerto Rico",1579563301 -2020,1,20,20:00:05,17.9425,-66.7233,7,3.7,"7km S of Tallaboa, Puerto Rico",1579550405 -2020,1,20,19:59:26,17.9381,-66.7273,7,3.6,"7km S of Tallaboa, Puerto Rico",1579550366 -2020,1,20,15:14:54,17.9618,-66.7425,14,4.5,"13km S of Tallaboa, Puerto Rico",1579533294 -2020,1,20,9:56:21,17.9715,-66.7541,6,4.2,"3km WNW of Tallaboa, Puerto Rico",1579514181 -2020,1,20,9:42:33,17.9526,-66.7444,10,3.5,"5km SSW of Tallaboa, Puerto Rico",1579513353 -2020,1,20,9:36:36,17.9748,-66.7528,7,4.6,"8km SSW of Tallaboa, Puerto Rico",1579512996 -2020,1,20,9:33:53,17.9756,-66.7465,6,3.6,"9km S of Tallaboa, Puerto Rico",1579512833 -2020,1,20,7:11:04,17.962,-66.7306,6,3.7,"2km S of Tallaboa, Puerto Rico",1579504264 -2020,1,20,5:26:19,17.977,-66.7408,7,4.5,"1km S of Tallaboa, Puerto Rico",1579497979 -2020,1,20,1:26:06,18.009,-66.7406,14,4,"2km SSW of Tallaboa Alta, Puerto Rico",1579483566 -2020,1,19,18:45:04,17.9456,-66.7265,7,3.8,"7km S of Tallaboa, Puerto Rico",1579459504 -2020,1,19,15:52:19,17.9395,-66.9761,3,3.8,"9km SE of La Parguera, Puerto Rico",1579449139 -2020,1,19,3:06:59,17.9543,-66.7648,11,3.7,"12km SSW of Tallaboa, Puerto Rico",1579403219 -2020,1,19,0:53:58,17.9403,-66.9426,6,4.1,"12km S of Guanica, Puerto Rico",1579395238 -2020,1,19,0:05:55,17.959,-66.9363,6,4.4,"10km S of Guanica, Puerto Rico",1579392355 -2020,1,18,21:47:20,17.9306,-66.8988,8,3.5,"14km S of Guanica, Puerto Rico",1579384040 -2020,1,18,16:57:01,17.9171,-66.8448,8,3.5,"20km SSE of Guanica, Puerto Rico",1579366621 -2020,1,18,8:47:16,17.9431,-66.9018,8,3.5,"13km SSE of Guanica, Puerto Rico",1579337236 -2020,1,18,8:44:35,17.9803,-66.7418,6,3.8,"3km SSW of Tallaboa, Puerto Rico",1579337075 -2020,1,18,8:34:06,17.9248,-66.9053,8,3.7,"16km S of Guanica, Puerto Rico",1579336446 -2020,1,18,6:59:12,18,-66.7378,5,4,"0km SSW of Tallaboa, Puerto Rico",1579330752 -2020,1,17,22:02:36,17.97,-66.7666,9,4.3,"10km SSW of Tallaboa, Puerto Rico",1579298556 -2020,1,17,19:48:12,17.9991,-66.7556,10,3.7,"3km WSW of Tallaboa, Puerto Rico",1579290492 -2020,1,17,19:40:08,17.9103,-66.8533,14,3.5,"14km SE of Guanica, Puerto Rico",1579290008 -2020,1,17,17:30:52,17.9261,-66.7338,8,3.8,"8km S of Tallaboa, Puerto Rico",1579282252 -2020,1,17,12:52:17,17.979,-67.0375,7,3.9,"5km SE of Lajas, Puerto Rico",1579265537 -2020,1,17,10:32:59,17.933,-66.794,6,4.2,"13km SSE of Indios, Puerto Rico",1579257179 -2020,1,17,8:25:53,17.9213,-66.8471,9,3.5,"14km SSE of Maria Antonia, Puerto Rico",1579249553 -2020,1,17,6:47:36,17.9196,-66.7425,7,3.5,"8km SSW of Tallaboa, Puerto Rico",1579243656 -2020,1,16,23:38:39,17.9773,-66.714,9,3.8,"9km SSE of Tallaboa, Puerto Rico",1579217919 -2020,1,16,21:15:19,17.9401,-66.9426,7,3.8,"7km SSW of Guanica, Puerto Rico",1579209319 -2020,1,16,20:58:47,18.0076,-66.7591,10,4.3,"2km SW of Tallaboa, Puerto Rico",1579208327 -2020,1,16,19:24:14,17.9566,-66.7568,8,3.6,"7km SSW of Tallaboa, Puerto Rico",1579202654 -2020,1,16,18:34:37,18.0006,-66.7655,10,3.9,"1km SSE of Magas Arriba, Puerto Rico",1579199677 -2020,1,16,13:53:00,17.91,-66.8473,11,3.7,"21km SSE of Guanica, Puerto Rico",1579182780 -2020,1,16,13:09:57,17.9225,-66.8533,11,3.9,"9km SE of Guanica, Puerto Rico",1579180197 -2020,1,16,2:51:23,17.9268,-67.0371,6,4,"10km S of La Parguera, Puerto Rico",1579143083 -2020,1,16,0:24:48,17.9935,-66.8241,15,3.6,"1km NE of Indios, Puerto Rico",1579134288 -2020,1,15,21:41:10,17.9036,-66.8623,12,3.5,"16km SSE of Maria Antonia, Puerto Rico",1579124470 -2020,1,15,21:08:05,17.9488,-66.8328,12,3.7,"10km SSE of Indios, Puerto Rico",1579122485 -2020,1,15,20:27:53,17.9276,-66.956,8,4.1,"7km SW of Guanica, Puerto Rico",1579120073 -2020,1,15,20:06:30,17.9744,-66.9405,10,3.6,"2km WSW of Fuig, Puerto Rico",1579118790 -2020,1,15,20:00:40,17.9581,-66.9446,8,4,"4km SW of Guanica, Puerto Rico",1579118440 -2020,1,15,19:52:14,17.9211,-66.9831,5,3.5,"16km SSE of La Parguera, Puerto Rico",1579117934 -2020,1,15,19:49:47,17.931,-66.9741,4,3.9,"10km SW of Guanica, Puerto Rico",1579117787 -2020,1,15,15:36:23,17.9155,-67.0171,5,5.2,"6km WSW of Guanica, Puerto Rico",1579102583 -2020,1,15,8:14:48,17.9995,-66.7393,6,3.6,"3km SSW of Tallaboa, Puerto Rico",1579076088 -2020,1,14,23:27:37,17.7744,-66.8408,10,3.5,"22km SSE of Guanica, Puerto Rico",1579044457 -2020,1,14,22:27:43,17.8606,-66.847,11,4.3,"13km SE of Guanica, Puerto Rico",1579040863 -2020,1,14,18:49:35,17.8198,-66.848,10,3.6,"17km SSE of Guanica, Puerto Rico",1579027775 -2020,1,14,16:44:20,17.8861,-66.8628,9,3.7,"18km SSE of Guanica, Puerto Rico",1579020260 -2020,1,14,16:03:53,17.7965,-66.7936,10,3.6,"22km SSE of Guanica, Puerto Rico",1579017833 -2020,1,14,14:48:08,17.9331,-67.0203,6,4.3,"6km W of Fuig, Puerto Rico",1579013288 -2020,1,14,12:26:41,17.8548,-66.8686,10,4.6,"24km SSE of Guanica, Puerto Rico",1579004801 -2020,1,14,11:06:52,17.9918,-66.8355,10,3.6,"2km SSW of Indios, Puerto Rico",1579000012 -2020,1,14,8:14:25,17.9133,-66.8212,10,3.5,"8km S of Indios, Puerto Rico",1578989665 -2020,1,14,8:07:04,17.9283,-66.7125,6,3.6,"8km S of Tallaboa, Puerto Rico",1578989224 -2020,1,14,1:40:53,17.9058,-66.8371,8,4,"12km SE of Guanica, Puerto Rico",1578966053 -2020,1,14,1:31:18,17.822,-66.8616,6,3.7,"19km SSE of Guanica, Puerto Rico",1578965478 -2020,1,13,22:40:56,17.9486,-66.8223,8,3.8,"7km S of Indios, Puerto Rico",1578955256 -2020,1,13,21:43:36,17.9523,-66.9935,6,3.5,"12km SSE of La Parguera, Puerto Rico",1578951816 -2020,1,13,21:30:26,17.9132,-67.0125,10,3.5,"7km SSE of La Parguera, Puerto Rico",1578951026 -2020,1,13,21:00:24,17.8152,-66.8212,10,3.7,"19km SSE of Guanica, Puerto Rico",1578949224 -2020,1,13,20:46:40,17.9433,-67.0053,5,4.1,"6km SW of Guanica, Puerto Rico",1578948400 -2020,1,13,19:47:16,17.7183,-66.8763,10,3.5,"28km S of Guanica, Puerto Rico",1578944836 -2020,1,13,17:06:32,17.9446,-66.8426,9,3.7,"8km SSW of Indios, Puerto Rico",1578935192 -2020,1,13,16:43:26,17.9148,-66.6915,6,3.5,"7km SSE of Tallaboa, Puerto Rico",1578933806 -2020,1,13,16:19:12,17.7553,-66.7971,10,4,"26km SSE of Guanica, Puerto Rico",1578932352 -2020,1,13,14:03:22,17.942,-66.7081,8,3.6,"7km SSE of Tallaboa, Puerto Rico",1578924202 -2020,1,13,12:58:02,17.9256,-66.8863,6,3.5,"8km S of Guanica, Puerto Rico",1578920282 -2020,1,13,10:01:29,17.9688,-66.7443,9,4.2,"4km S of Tallaboa, Puerto Rico",1578909689 -2020,1,13,8:01:17,17.9703,-66.8355,13,3.5,"1km SW of Indios, Puerto Rico",1578902477 -2020,1,13,7:07:38,17.9291,-66.829,8,3.7,"9km S of Indios, Puerto Rico",1578899258 -2020,1,13,3:05:20,17.9638,-66.8131,9,4.5,"10km SSE of Indios, Puerto Rico",1578884720 -2020,1,13,2:52:30,17.9716,-66.7255,16,4.3,"14km S of Tallaboa, Puerto Rico",1578883950 -2020,1,12,23:33:43,17.9965,-67.072,7,3.6,"3km S of Palmarejo, Puerto Rico",1578872023 -2020,1,12,23:02:27,17.845,-66.8478,5,3.5,"20km SSE of Maria Antonia, Puerto Rico",1578870147 -2020,1,12,21:10:14,17.9393,-66.813,7,4.2,"13km SSE of Indios, Puerto Rico",1578863414 -2020,1,12,21:01:02,17.9355,-66.8128,8,3.7,"9km SSE of Indios, Puerto Rico",1578862862 -2020,1,12,10:57:24,17.9022,-66.8279,10,3.9,"10km S of Indios, Puerto Rico",1578826644 -2020,1,12,10:55:00,17.9033,-66.8765,7,4.5,"10km SSE of Guanica, Puerto Rico",1578826500 -2020,1,12,7:59:56,17.9556,-66.8865,8,4.9,"1km SW of Palomas, Puerto Rico",1578815996 -2020,1,12,5:35:19,17.9573,-66.8821,9,3.5,"3km SE of Maria Antonia, Puerto Rico",1578807319 -2020,1,12,2:28:33,17.9418,-66.834,7,3.8,"7km S of Indios, Puerto Rico",1578796113 -2020,1,12,1:00:05,17.939,-66.8461,10,3.9,"15km SSE of Guanica, Puerto Rico",1578790805 -2020,1,12,0:58:35,17.8184,-66.8661,10,4.3,"17km SSE of Guanica, Puerto Rico",1578790715 -2020,1,12,0:58:25,17.811,-66.8721,4,4.1,"23km SSE of Guanica, Puerto Rico",1578790705 -2020,1,11,23:49:40,17.9423,-66.8395,8,4.6,"11km SSE of Indios, Puerto Rico",1578786580 -2020,1,11,21:39:42,17.8919,-66.8098,10,3.5,"11km S of Indios, Puerto Rico",1578778782 -2020,1,11,21:26:44,17.8961,-66.8398,7,3.6,"12km S of Indios, Puerto Rico",1578778004 -2020,1,11,18:42:16,17.9277,-66.8374,19.3,3.6,"7km SSW of Indios, Puerto Rico",1578768136 -2020,1,11,18:32:55,18.0186,-66.8005,13,4,"2km S of Guayanilla, Puerto Rico",1578767575 -2020,1,11,16:43:45,17.938,-66.8191,10,3.8,"6km S of Indios, Puerto Rico",1578761025 -2020,1,11,16:19:20,17.9011,-66.8087,10,3.6,"10km S of Indios, Puerto Rico",1578759560 -2020,1,11,16:00:17,17.9248,-66.832,6,3.8,"10km S of Indios, Puerto Rico",1578758417 -2020,1,11,15:50:02,17.964,-66.8395,8,3.9,"2km WSW of Indios, Puerto Rico",1578757802 -2020,1,11,15:41:17,17.97,-66.837,9,4.2,"1km WNW of Indios, Puerto Rico",1578757277 -2020,1,11,15:31:13,17.9366,-66.8401,6,4.1,"11km S of Indios, Puerto Rico",1578756673 -2020,1,11,14:56:55,17.9103,-66.852,11,3.8,"12km SSE of Guanica, Puerto Rico",1578754615 -2020,1,11,14:54:33,17.8962,-66.8303,10,3.8,"10km S of Indios, Puerto Rico",1578754473 -2020,1,11,14:41:15,17.922,-66.842,8,3.5,"16km S of Indios, Puerto Rico",1578753675 -2020,1,11,13:59:49,17.8214,-66.8575,10,4.1,"17km SSE of Guanica, Puerto Rico",1578751189 -2020,1,11,13:51:40,17.9454,-66.8302,10,4,"5km SSW of Indios, Puerto Rico",1578750700 -2020,1,11,13:48:15,17.9996,-66.8318,9,4.2,"3km SSE of Indios, Puerto Rico",1578750495 -2020,1,11,13:43:45,17.9455,-66.836,12,3.6,"20km SSE of Guanica, Puerto Rico",1578750225 -2020,1,11,13:34:23,17.8861,-66.8288,10,3.6,"11km S of Indios, Puerto Rico",1578749663 -2020,1,11,13:32:00,17.8673,-66.8571,10,3.7,"12km SSE of Guanica, Puerto Rico",1578749520 -2020,1,11,13:19:53,17.9904,-66.8377,10,3.6,"1km WSW of Indios, Puerto Rico",1578748793 -2020,1,11,13:16:23,17.9971,-66.8261,10,3.5,"0km WNW of Indios, Puerto Rico",1578748583 -2020,1,11,13:11:42,17.9691,-66.837,10,3.8,"4km SSW of Indios, Puerto Rico",1578748302 -2020,1,11,13:07:45,17.9273,-66.8315,10,3.8,"7km S of Indios, Puerto Rico",1578748065 -2020,1,11,13:05:30,17.8355,-66.8771,10,4.1,"15km SSE of Guanica, Puerto Rico",1578747930 -2020,1,11,12:59:18,17.907,-66.855,7,3.7,"11km SSE of Guanica, Puerto Rico",1578747558 -2020,1,11,12:56:22,17.8238,-66.7941,10,5.2,"19km S of Indios, Puerto Rico",1578747382 -2020,1,11,12:54:45,17.949,-66.8508,5,5.9,"10km SSE of Indios, Puerto Rico",1578747285 -2020,1,11,12:16:29,17.982,-66.7728,8,3.5,"6km SW of Tallaboa, Puerto Rico",1578744989 -2020,1,11,11:18:11,17.9147,-66.9278,10,3.6,"6km SSW of Guanica, Puerto Rico",1578741491 -2020,1,11,11:14:53,17.9251,-66.8371,7,3.5,"12km S of Indios, Puerto Rico",1578741293 -2020,1,11,9:29:25,17.914,-66.9065,13,3.7,"15km S of Guanica, Puerto Rico",1578734965 -2020,1,11,8:59:52,17.9606,-66.9445,7,4.1,"7km S of Guanica, Puerto Rico",1578733192 -2020,1,11,7:28:42,17.9385,-66.8221,8,3.7,"10km S of Indios, Puerto Rico",1578727722 -2020,1,11,7:25:30,17.9258,-66.8328,9,3.8,"13km S of Indios, Puerto Rico",1578727530 -2020,1,11,7:19:06,17.9263,-66.731,6,3.6,"10km S of Tallaboa, Puerto Rico",1578727146 -2020,1,11,4:32:39,17.9071,-66.7871,10,3.5,"10km SSE of Indios, Puerto Rico",1578717159 -2020,1,11,4:20:57,18.0421,-66.7925,10,3.5,"2km N of Guayanilla, Puerto Rico",1578716457 -2020,1,11,4:08:50,17.9466,-66.7393,7,4,"3km SSW of Penuelas, Puerto Rico",1578715730 -2020,1,11,3:31:37,17.9515,-66.9191,9,3.7,"4km S of Guanica, Puerto Rico",1578713497 -2020,1,11,2:28:21,17.9923,-66.7946,4,4.8,"2km S of Magas Arriba, Puerto Rico",1578709701 -2020,1,10,22:27:43,17.8714,-66.8779,10,3.9,"11km SSE of Guanica, Puerto Rico",1578695263 -2020,1,10,22:26:25,17.935,-66.883,9,5.2,"5km SE of Maria Antonia, Puerto Rico",1578695185 -2020,1,10,8:41:11,17.9408,-66.8707,10,3.9,"4km SSE of Maria Antonia, Puerto Rico",1578645671 -2020,1,10,8:05:28,17.9423,-66.6789,7.7,4.2,"7km SE of Tallaboa, Puerto Rico",1578643528 -2020,1,10,6:15:45,17.9252,-66.9267,10,3.5,"5km SSW of Guanica, Puerto Rico",1578636945 -2020,1,10,3:03:55,18.0086,-66.8431,10,3.6,"2km WNW of Indios, Puerto Rico",1578625435 -2020,1,10,2:11:51,17.9225,-66.6208,5,4,"11km S of Ponce, Puerto Rico",1578622311 -2020,1,9,20:11:23,17.925,-66.6818,5,3.8,"11km SSE of Tallaboa, Puerto Rico",1578600683 -2020,1,9,18:06:24,17.977,-66.805,12,3.6,"3km S of Guayanilla, Puerto Rico",1578593184 -2020,1,9,11:54:47,17.9485,-66.8238,7,3.5,"6km SSE of Indios, Puerto Rico",1578570887 -2020,1,9,11:24:41,17.9583,-66.9468,5,4.4,"7km SW of Guanica, Puerto Rico",1578569081 -2020,1,9,8:39:24,17.9671,-66.7675,11,3.6,"5km SW of Tallaboa, Puerto Rico",1578559164 -2020,1,9,5:50:26,17.9036,-66.9273,9,3.5,"6km SSW of Guanica, Puerto Rico",1578549026 -2020,1,9,5:42:18,17.9396,-66.9428,9,3.7,"4km SW of Guanica, Puerto Rico",1578548538 -2020,1,9,5:03:13,17.9996,-66.8316,11,4.2,"0km WNW of Indios, Puerto Rico",1578546193 -2020,1,9,3:22:46,17.9098,-66.8173,7,3.6,"15km S of Indios, Puerto Rico",1578540166 -2020,1,8,23:54:27,17.97,-66.8091,9,4,"10km SSE of Indios, Puerto Rico",1578527667 -2020,1,8,22:05:30,17.7898,-66.8835,10,3.9,"20km S of Guanica, Puerto Rico",1578521130 -2020,1,8,21:15:16,17.892,-66.7032,10,3.5,"11km S of Tallaboa, Puerto Rico",1578518116 -2020,1,8,20:04:18,17.915,-66.7035,6,4.7,"7km SSE of Tallaboa, Puerto Rico",1578513858 -2020,1,8,18:44:14,17.9245,-66.9395,9,4.1,"4km SSW of Guanica, Puerto Rico",1578509054 -2020,1,8,15:45:42,17.9785,-66.7758,7,4.2,"6km SSW of Tallaboa, Puerto Rico",1578498342 -2020,1,8,14:53:26,17.9716,-66.8719,10,3.6,"1km ESE of Maria Antonia, Puerto Rico",1578495206 -2020,1,8,13:40:38,17.932,-66.7605,10,3.6,"8km SSW of Tallaboa, Puerto Rico",1578490838 -2020,1,8,12:53:01,17.8972,-66.6925,10,3.6,"11km SSE of Tallaboa, Puerto Rico",1578487981 -2020,1,8,12:41:21,17.8295,-66.8897,10,3.9,"15km S of Guanica, Puerto Rico",1578487281 -2020,1,8,12:27:06,17.9522,-66.8784,10,3.8,"3km SE of Guanica, Puerto Rico",1578486426 -2020,1,8,11:49:10,17.9831,-66.7621,9,3.5,"6km SSW of Tallaboa, Puerto Rico",1578484150 -2020,1,8,11:44:17,17.9463,-66.8928,7,3.6,"9km SSE of Guanica, Puerto Rico",1578483857 -2020,1,8,11:36:15,17.96,-66.835,8,3.6,"7km S of Indios, Puerto Rico",1578483375 -2020,1,8,11:33:29,17.9403,-66.8971,10,3.6,"3km SSE of Guanica, Puerto Rico",1578483209 -2020,1,8,10:25:33,18.0052,-66.7616,10,3.7,"1km SSE of Magas Arriba, Puerto Rico",1578479133 -2020,1,8,10:07:37,17.9356,-66.8958,7,3.8,"8km SSE of Guanica, Puerto Rico",1578478057 -2020,1,8,9:19:57,17.9356,-66.6961,6,4.1,"14km SSE of Tallaboa, Puerto Rico",1578475197 -2020,1,8,6:51:44,17.9688,-66.9705,10,3.7,"5km WSW of Fuig, Puerto Rico",1578466304 -2020,1,8,3:52:48,17.9856,-66.8245,8,4.1,"9km SSE of Indios, Puerto Rico",1578455568 -2020,1,8,0:59:49,17.9508,-66.9356,7,4.2,"6km SW of Guanica, Puerto Rico",1578445189 -2020,1,7,20:32:59,17.9221,-66.7125,6,4,"3km S of Tallaboa, Puerto Rico",1578429179 -2020,1,7,19:58:56,17.9186,-66.8311,7,3.5,"6km S of Indios, Puerto Rico",1578427136 -2020,1,7,18:43:46,17.9295,-66.8913,5,4.3,"10km SSE of Guanica, Puerto Rico",1578422626 -2020,1,7,18:10:55,17.9865,-66.7458,16,4.2,"2km NNW of Tallaboa, Puerto Rico",1578420655 -2020,1,7,17:42:01,17.8941,-66.761,10,3.7,"12km SSE of Indios, Puerto Rico",1578418921 -2020,1,7,17:31:21,17.9844,-66.7271,10,3.5,"1km SW of Tallaboa, Puerto Rico",1578418281 -2020,1,7,16:50:54,17.9862,-66.7537,10,3.6,"3km SSE of Magas Arriba, Puerto Rico",1578415854 -2020,1,7,16:27:07,17.9645,-66.8256,8,4.6,"6km SW of Tallaboa, Puerto Rico",1578414427 -2020,1,7,16:04:30,17.967,-66.7718,10,3.8,"13km SSE of Indios, Puerto Rico",1578413070 -2020,1,7,15:55:11,18.0103,-66.7708,8,4.2,"1km SE of Santo Domingo, Puerto Rico",1578412511 -2020,1,7,14:39:35,17.939,-66.7041,4,4.1,"11km SSE of Tallaboa, Puerto Rico",1578407975 -2020,1,7,14:23:39,17.9304,-66.6875,10,4.4,"7km SSE of Tallaboa, Puerto Rico",1578407019 -2020,1,7,14:04:46,17.9563,-66.7779,11.5,4.2,"6km SE of Indios, Puerto Rico",1578405886 -2020,1,7,13:21:59,17.993,-66.744,10,3.7,"2km W of Tallaboa, Puerto Rico",1578403319 -2020,1,7,13:00:22,17.9727,-66.6678,10,4.4,"5km ESE of Tallaboa, Puerto Rico",1578402022 -2020,1,7,12:54:42,17.9315,-66.927,8,4.7,"3km S of Guanica, Puerto Rico",1578401682 -2020,1,7,12:52:34,17.9509,-66.7219,10,3.8,"4km S of Tallaboa, Puerto Rico",1578401554 -2020,1,7,12:46:58,17.9232,-66.6931,10,3.5,"8km SSE of Tallaboa, Puerto Rico",1578401218 -2020,1,7,12:21:04,18.0291,-66.7975,10,3.9,"2km NW of Guayanilla, Puerto Rico",1578399664 -2020,1,7,12:10:44,18.0348,-66.7146,10,4.3,"2km SSE of Penuelas, Puerto Rico",1578399044 -2020,1,7,12:08:10,17.9436,-66.8948,9,3.7,"7km SE of Guanica, Puerto Rico",1578398890 -2020,1,7,11:18:43,18.0223,-66.776,9,5.6,"8km SSW of Tallaboa, Puerto Rico",1578395923 -2020,1,7,11:18:17,17.9222,-66.8113,10,3.5,"8km S of Indios, Puerto Rico",1578395897 -2020,1,7,11:14:49,17.9306,-66.783,5,4.3,"10km SSW of Tallaboa, Puerto Rico",1578395689 -2020,1,7,11:02:36,17.9529,-66.7208,10,4.3,"4km S of Tallaboa, Puerto Rico",1578394956 -2020,1,7,10:28:10,17.9465,-66.7438,10,4.1,"4km S of Tallaboa, Puerto Rico",1578392890 -2020,1,7,10:18:27,17.921,-66.8547,10,3.9,"7km SE of Guanica, Puerto Rico",1578392307 -2020,1,7,10:17:26,17.907,-66.7467,10,3.7,"10km SSW of Tallaboa, Puerto Rico",1578392246 -2020,1,7,10:13:54,17.9315,-66.718,7,4.1,"6km S of Tallaboa, Puerto Rico",1578392034 -2020,1,7,9:42:11,17.9128,-66.6898,10,4.7,"9km SSE of Tallaboa, Puerto Rico",1578390131 -2020,1,7,9:41:31,18.0146,-66.8278,10,4.1,"3km ESE of Indios, Puerto Rico",1578390091 -2020,1,7,9:35:37,17.9993,-66.7673,13,4,"3km W of Tallaboa, Puerto Rico",1578389737 -2020,1,7,9:18:54,17.9433,-66.827,5,3.7,"7km S of Indios, Puerto Rico",1578388734 -2020,1,7,9:08:57,17.9645,-66.772,8,4.1,"8km SE of Indios, Puerto Rico",1578388137 -2020,1,7,9:02:41,17.9374,-66.7681,10,3.7,"8km SE of Indios, Puerto Rico",1578387761 -2020,1,7,9:01:12,17.9178,-66.763,10,4.2,"9km SSW of Tallaboa, Puerto Rico",1578387672 -2020,1,7,8:59:52,17.87,-66.8258,10,3.9,"13km S of Indios, Puerto Rico",1578387592 -2020,1,7,8:50:45,17.9418,-66.6754,10,5,"7km SE of Tallaboa, Puerto Rico",1578387045 -2020,1,7,8:40:53,17.9227,-66.7593,15.4,3.7,"9km SSW of Tallaboa, Puerto Rico",1578386453 -2020,1,7,8:34:01,17.8919,-66.7217,10,5.6,"11km S of Tallaboa, Puerto Rico",1578386041 -2020,1,7,8:30:55,17.9206,-66.767,10,4.6,"9km SE of Indios, Puerto Rico",1578385855 -2020,1,7,8:29:49,17.8685,-66.7029,10,5,"14km S of Tallaboa, Puerto Rico",1578385789 -2020,1,7,8:24:25,17.8686,-66.8266,9,6.4,"13km S of Indios, Puerto Rico",1578385465 -2020,1,6,21:37:55,17.9391,-66.835,7,4.4,"8km SSW of Tallaboa, Puerto Rico",1578346675 -2020,1,6,16:29:09,17.926,-66.8556,7,3.6,"8km SSW of Indios, Puerto Rico",1578328149 -2020,1,6,14:58:19,17.9088,-66.8941,7,4.3,"4km SE of Maria Antonia, Puerto Rico",1578322699 -2020,1,6,14:51:17,17.9075,-66.799,6,4.9,"8km SSW of Tallaboa, Puerto Rico",1578322277 -2020,1,6,11:41:59,17.9125,-66.7908,16.2,3.5,"9km SSE of Indios, Puerto Rico",1578310919 -2020,1,6,10:32:18,17.8675,-66.8193,6,5.8,"9km SE of Indios, Puerto Rico",1578306738 -2020,1,3,16:52:12,17.8978,-66.804,3,3.6,"9km SSE of Indios, Puerto Rico",1578070332 -2020,1,3,3:41:15,17.9006,-66.8261,2,4.7,"8km S of Indios, Puerto Rico",1578022875 -2020,1,2,20:42:02,17.9148,-66.8333,7,4.5,"5km SW of Tallaboa, Puerto Rico",1577997722 -2020,1,2,16:49:40,17.8379,-66.8069,10,3.6,"17km S of Indios, Puerto Rico",1577983780 -2020,1,1,10:59:48,17.939,-66.8426,7,3.6,"12km S of Indios, Puerto Rico",1577876388 -2019,12,31,23:07:42,17.9226,-66.8408,5,4.2,"7km SE of Indios, Puerto Rico",1577833662 -2019,12,29,5:49:07,17.925,-66.863,4,3.6,"10km SE of Guanica, Puerto Rico",1577598547 -2019,12,29,1:21:14,17.9308,-66.8363,3,4.7,"11km SSE of Maria Antonia, Puerto Rico",1577582474 -2019,12,29,1:06:00,17.8846,-66.864,6,5,"9km S of Indios, Puerto Rico",1577581560 -2019,12,29,0:34:01,17.9338,-66.8535,6,3.5,"14km SSE of Guanica, Puerto Rico",1577579641 -2019,12,29,0:06:39,17.9243,-66.8418,6,3.9,"15km SSE of Guanica, Puerto Rico",1577577999 -2019,12,28,23:35:59,17.9035,-66.8483,6,3.7,"11km S of Indios, Puerto Rico",1577576159 -2019,12,28,22:35:37,17.9371,-66.8661,6,4.7,"11km SSE of Guanica, Puerto Rico",1577572537 -2019,11,10,18:29:51,18.049,-65.5095,10,3.9,"28km SSE of Esperanza, Puerto Rico",1573410591 -2019,10,25,0:30:29,17.9461,-66.3368,7,3.8,"11km SSE of Jauca, Puerto Rico",1571963429 -2019,9,5,9:33:28,18.1506,-67.3771,3,4.3,"16km WNW of Puerto Real, Puerto Rico",1567676008 -2019,7,28,21:41:43,18.497,-64.995,13,4.2,"10km NW of Charlotte Amalie, U.S. Virgin Islands",1564350103 -2019,5,2,1:10:26,17.9946,-65.8256,13,4.1,"10km SE of El Negro, Puerto Rico",1556759426 -2019,3,12,13:08:57,17.93,-66.1798,13,4.6,"14km SSW of Jobos, Puerto Rico",1552396137 -2019,2,16,8:55:02,18.2478,-66.974,12,3.8,"3km E of Las Marias, Puerto Rico",1550307302 -2018,7,5,2:11:27,18.4338,-64.5343,98,3.5,"13km NE of Road Town, British Virgin Islands",1530756687 -2018,5,10,19:48:36,17.9283,-66.0126,13,3.9,"11km SSE of Arroyo, Puerto Rico",1525981716 -2018,4,6,21:21:13,18.702,-64.6711,40.1,4.7,"32km N of Road Town, British Virgin Islands",1523049673 -2018,3,1,13:43:38,18.7226,-64.6836,96,3.6,"42km NNE of Road Town, British Virgin Islands",1519911818 -2018,1,10,18:35:50,18.4808,-64.7946,138,3.7,"20km WNW of Road Town, British Virgin Islands",1515609350 -2017,10,14,14:33:12,18.4568,-67.4137,10,4.3,"21km NW of Rincon, Puerto Rico",1507991592 -2017,10,1,8:57:43,18.4764,-67.7284,82,4.4,"52km WNW of Rincon, Puerto Rico",1506848263 -2017,8,12,16:12:10,17.5435,-67.2421,6,3.5,"47km S of Pole Ojea, Puerto Rico",1502554330 -2017,7,13,23:23:35,18.2738,-64.6656,21,3.5,"28km SSW of Road Town, British Virgin Islands",1499988215 -2017,6,21,7:54:51,18.1098,-67.8433,149,3.6,"68km WSW of Rincon, Puerto Rico",1498031691 -2017,6,17,4:53:28,18.7273,-64.5941,41,3.5,"15km NNE of Road Town, British Virgin Islands",1497675208 -2017,6,17,0:13:23,18.0948,-67.9991,42,3.5,"71km WSW of Rincon, Puerto Rico",1497658403 -2017,4,23,2:54:32,18.2596,-67.9848,161,3.7,"66km SE of Punta Cana, Dominican Republic",1492916072 -2017,4,14,22:44:38,18.1221,-67.876,150,3.5,"70km WSW of Stella, Puerto Rico",1492209878 -2017,3,18,23:12:58,18.1562,-67.7894,137,3.5,"66km WSW of Stella, Puerto Rico",1489878778 -2017,2,2,15:48:16,18.607,-65.954,75,3.6,"22km NNW of Loiza, Puerto Rico",1486050496 -2017,1,17,5:28:03,17.8985,-65.6295,6,3.5,"33km SE of Emajagua, Puerto Rico",1484630883 -2016,12,5,14:29:54,17.919,-65.8795,4,4.6,"9km S of Emajagua, Puerto Rico",1480948194 -2016,12,1,0:48:26,18.3595,-64.8707,103,3.5,"6km ENE of Charlotte Amalie, U.S. Virgin Islands",1480553306 -2016,11,11,14:31:18,17.9216,-65.609,5,4,"24km SW of Esperanza, Puerto Rico",1478874678 -2016,11,6,8:28:23,17.9365,-65.6143,4,3.5,"23km SW of Esperanza, Puerto Rico",1478420903 -2016,10,17,13:42:49,18.3096,-65.4978,122,3.8,"14km E of Luis M. Cintron, Puerto Rico",1476711769 -2016,10,14,1:24:26,18.2752,-66.1652,131,3.9,"6km WNW of Aguas Buenas, Puerto Rico",1476408266 -2016,9,5,18:35:54,17.885,-65.6532,6.7,3.5,"26km SE of El Negro, Puerto Rico",1473100554 -2016,9,2,22:50:29,17.902,-65.6384,11,4.3,"27km SE of El Negro, Puerto Rico",1472856629 -2016,8,26,8:13:32,18.697,-67.6666,30,3.5,"59km NW of Rincon, Puerto Rico",1472199212 -2016,7,17,8:43:36,18.3421,-67.76,151,3.8,"53km W of Rincon, Puerto Rico",1468745016 -2016,7,10,4:17:22,18.5244,-66.7533,89,3.7,"6km NW of Arecibo, Puerto Rico",1468124242 -2016,6,10,6:19:37,18.2714,-64.7096,128,3.7,"18km SSW of Road Town, British Virgin Islands",1465539577 -2016,5,30,6:41:18,18.7495,-67.4176,5,3.5,"44km NW of San Antonio, Puerto Rico",1464590478 -2016,5,24,18:54:33,18.3141,-67.2605,22,3.7,"1km WSW of Stella, Puerto Rico",1464116073 -2016,5,7,8:29:51,18.3045,-67.2444,13,3.7,"1km S of Stella, Puerto Rico",1462609791 -2016,4,15,10:45:14,18.5762,-67.9223,176,3.5,"50km E of Punta Cana, Dominican Republic",1460717114 -2016,4,14,15:00:47,18.1007,-64.9636,8,3.6,"26km S of Charlotte Amalie, U.S. Virgin Islands",1460646047 -2016,4,14,6:14:28,18.1175,-64.9458,13,3.6,"24km S of Charlotte Amalie, U.S. Virgin Islands",1460614468 -2016,3,3,7:06:12,18.1947,-67.8872,123,3.7,"69km WSW of Rincon, Puerto Rico",1456988772 -2016,2,22,13:21:35,18.1049,-67.1165,9,3.9,"2km NNW of Monte Grande, Puerto Rico",1456147295 -2016,2,21,1:10:41,18.1432,-65.122,126,3.5,"25km SE of Culebra, Puerto Rico",1456017041 -2015,11,22,10:09:15,18.2971,-66.6464,20,3.8,"6km ENE of Utuado, Puerto Rico",1448186955 -2015,10,2,2:34:34,18.0175,-65.3748,13,4.2,"13km SE of Esperanza, Puerto Rico",1443753274 -2015,8,22,8:18:59,18.7014,-65.1364,59,3.5,"45km NNW of Charlotte Amalie, U.S. Virgin Islands",1440231539 -2015,7,31,1:52:35,18.1611,-64.521,140,3.6,"30km SSE of Road Town, British Virgin Islands",1438307555 -2015,1,21,5:49:57,18.4169,-67.7212,123,3.7,"50km W of Rincon, Puerto Rico",1421819397 -2014,12,19,19:58:01,18.0405,-67.9716,101,3.5,"75km SE of Punta Cana, Dominican Republic",1419019081 -2014,11,17,17:21:40,18.7399,-67.1576,83,3.5,"28km NNW of San Antonio, Puerto Rico",1416244900 -2014,8,13,3:05:16,18.6263,-65.1845,73,4.6,"37km NNE of Culebra, Puerto Rico",1407899116 -2013,11,29,23:14:34,18.4682,-65.8563,96,3.7,"4km NNE of Loiza, Puerto Rico",1385766874 -2013,9,26,18:44:01,18.2122,-67.8785,168,3.5,"67km WSW of Rincon, Puerto Rico",1380221041 -2013,9,15,12:05:37,18.2089,-67.9639,102,3.7,"62km SE of Punta Cana, Dominican Republic",1379246737 -2013,9,8,20:13:31,18.4645,-66.3105,93,3.9,"1km NNW of San Antonio, Puerto Rico",1378671211 -2013,8,26,18:56:55,18.2481,-67.2005,25,4.1,"4km SSW of La Playa, Puerto Rico",1377543415 -2013,8,22,4:35:59,18.0396,-67.4275,8,3.5,"25km W of Puerto Real, Puerto Rico",1377146159 -2013,8,22,1:49:58,18.04,-67.4265,8,3.7,"25km W of Puerto Real, Puerto Rico",1377136198 -2013,3,24,16:03:27,18.5013,-65.2815,96,3.9,"22km N of Culebra, Puerto Rico",1364141007 -2012,8,2,17:42:45,18.623,-64.587,48.5,4,Virgin Islands region,1343929365 -2012,7,24,5:11:38,18.007,-67.088,7.3,3.7,Puerto Rico,1343106698 -2012,7,19,6:27:39,18.459,-65.339,114,4.1,Puerto Rico region,1342679259 -2012,7,19,3:15:35,18.1,-67.612,151.2,3.5,"Mona Passage, Puerto Rico",1342667735 -2012,6,22,21:19:04,18.351,-65.201,94.5,3.5,Puerto Rico region,1340399944 -2012,5,27,7:45:00,18.113,-64.857,4.1,4.3,Virgin Islands region,1338104700 -2012,5,4,16:53:35,17.939,-64.98,184.6,3.8,Virgin Islands region,1336150415 -2012,4,12,5:34:53,18.172,-67.36,17.7,3.6,"Mona Passage, Puerto Rico",1334208893 -2012,4,3,16:24:36,17.942,-64.914,8.1,3.7,Virgin Islands region,1333470276 -2011,12,17,6:09:09,18.172,-67.371,17,5.1,"Mona Passage, Puerto Rico",1324102149 -2011,12,17,6:06:12,18.188,-67.37,14,5.2,"Mona Passage, Puerto Rico",1324101972 -2011,10,19,8:00:58,18.647,-67.951,89.6,3.5,Mona Passage,1319011258 -2011,10,8,12:52:32,18.345,-65.033,99.3,3.8,Virgin Islands region,1318078352 -2011,5,20,3:54:54,17.878,-65.596,6.5,4,Puerto Rico region,1305863694 -2011,4,30,6:28:21,17.932,-64.699,160.4,3.6,Virgin Islands region,1304144901 -2011,3,24,16:13:12,18.358,-64.828,96.5,4,Virgin Islands region,1300983192 -2011,2,16,23:41:23,17.829,-67.044,11.6,3.9,Puerto Rico region,1297899683 -2010,12,24,23:43:44,18.26,-66.135,102.9,5.1,Puerto Rico,1293234224 -2010,12,4,15:34:35,18.027,-64.742,32.3,3.5,Virgin Islands region,1291476875 -2010,12,3,22:43:34,18.621,-64.786,50.4,4.4,Virgin Islands region,1291416214 -2010,10,29,16:56:18,18.131,-67.729,50.8,4.3,"Mona Passage, Puerto Rico",1288371378 -2010,7,22,0:00:04,18.483,-64.949,123.7,4.5,Virgin Islands region,1279756804 -2010,6,5,18:26:33,18.64,-67.98,77.5,4.1,Mona Passage,1275762393 -2010,5,16,21:03:53,18.019,-67.58,3.6,3.6,"Mona Passage, Puerto Rico",1274043833 -2010,5,16,5:16:10,18.4,-67.07,113,5.8,Puerto Rico,1273986970 -2010,3,28,22:11:23,18.562,-66.932,11.7,3.5,Puerto Rico region,1269814283 -2009,10,16,5:16:07,18.347,-64.672,92,3.7,Virgin Islands region,1255670167 -2009,9,13,15:08:43,18.211,-67.337,25.7,3.5,"Mona Passage, Puerto Rico",1252854523 -2009,8,26,5:15:50,18.247,-67.895,122.8,3.5,"Mona Passage, Puerto Rico",1251263750 -2009,8,24,4:02:06,18.446,-65.439,162.6,3.5,Puerto Rico region,1251086526 -2009,5,29,17:47:07,18.543,-66.623,81,3.5,Puerto Rico region,1243619227 -2009,5,2,8:34:39,18.172,-67.023,21.2,3.5,Puerto Rico,1241253279 -2009,1,13,4:25:15,18.627,-64.548,50.5,3.5,Virgin Islands region,1231820715 -2008,12,24,11:28:10,18.712,-66.799,98,3.5,Puerto Rico region,1230118090 -2008,9,19,18:08:54,18.47,-66.035,119.9,3.8,Puerto Rico region,1221847734 -2008,9,8,18:28:38,18.474,-64.872,85.5,3.7,Virgin Islands region,1220898518 -2008,6,15,0:28:23,18.597,-67.974,142.9,3.7,Mona Passage,1213489703 -2008,5,5,16:31:45,18.306,-67.925,101.9,3.5,"Mona Passage, Dominican Republic",1210005105 -2008,4,13,9:42:25,18.551,-64.606,49.6,3.6,Virgin Islands region,1208079745 -2008,3,26,7:39:29,18.14,-64.707,124,3.5,Virgin Islands region,1206517169 -2008,3,25,8:56:07,18.306,-67.613,137.5,3.5,"Mona Passage, Puerto Rico",1206435367 -2008,3,20,10:19:42,18.15,-67.818,117.7,3.5,"Mona Passage, Puerto Rico",1206008382 -2008,2,11,3:58:44,18.694,-64.988,64.2,3.9,Virgin Islands region,1202702324 -2008,2,7,14:28:55,18.722,-64.619,93.1,3.5,Virgin Islands region,1202394535 -2008,2,3,7:22:04,18.113,-67.94,49.7,3.7,"Mona Passage, Puerto Rico",1202023324 -2008,2,2,1:16:04,18.667,-66.452,85.4,3.5,Puerto Rico region,1201914964 -2008,1,26,4:38:07,18.521,-64.567,67.9,3.7,Virgin Islands region,1201322287 -2008,1,16,4:11:56,17.762,-67.967,61.9,4.1,Puerto Rico region,1200456716 -2007,12,25,20:56:42,18.187,-64.773,129.3,3.6,Virgin Islands region,1198616202 -2007,11,22,7:01:54,18.168,-64.532,134.5,4.4,Virgin Islands region,1195714914 -2007,10,4,3:17:08,18.089,-64.642,138.2,3.5,Virgin Islands region,1191467828 -2007,8,24,6:55:01,18.105,-64.576,2.6,3.5,Virgin Islands region,1187938501 -2007,7,24,18:20:15,18.715,-65.134,2.8,3.6,Virgin Islands region,1185301215 -2007,7,12,15:59:40,18.434,-66.069,118.9,3.5,"San Juan urban area, Puerto Rico",1184255980 -2007,6,25,16:04:57,18.66,-64.661,43.6,4,Virgin Islands region,1182787497 -2007,6,3,12:28:17,18.138,-64.853,6.9,4.2,Virgin Islands region,1180873697 -2007,5,1,3:27:02,18.042,-67.22,34.7,3.9,"Mona Passage, Puerto Rico",1177990022 -2007,4,22,7:15:32,18.349,-66.031,116.4,3.5,"San Juan urban area, Puerto Rico",1177226132 -2007,4,22,1:17:02,18.699,-64.603,46.6,3.6,Virgin Islands region,1177204622 -2007,3,15,3:21:59,17.988,-67.059,5.1,3.6,Puerto Rico,1173928919 -2007,1,31,7:24:48,18.013,-65.448,14.6,3.7,Puerto Rico region,1170228288 -2007,1,28,5:02:12,18.142,-67.883,110.9,3.6,"Mona Passage, Puerto Rico",1169960532 -2007,1,22,10:39:56,18.557,-65.028,22.9,3.8,Virgin Islands region,1169462396 -2007,1,19,13:12:38,18.451,-65.722,125,3.5,Puerto Rico region,1169212358 -2007,1,17,1:26:46,18.236,-67.381,127,3.6,"Mona Passage, Puerto Rico",1168997206 -2006,11,24,19:53:47,17.628,-67.633,57.2,3.5,Puerto Rico region,1164398027 -2006,11,19,22:43:11,18.241,-67.685,136.8,3.5,"Mona Passage, Puerto Rico",1163976191 -2006,11,17,5:31:06,18.73,-66.7,70.5,3.7,Puerto Rico region,1163741466 -2006,11,16,17:28:29,18.286,-67.874,120.9,3.5,"Mona Passage, Puerto Rico",1163698109 -2006,10,27,15:55:25,17.769,-65.573,5,3.5,Puerto Rico region,1161964525 -2006,10,24,1:58:07,18.176,-67.849,108.7,3.5,"Mona Passage, Puerto Rico",1161655087 -2006,9,22,12:06:03,18.625,-64.554,25.3,3.5,Virgin Islands region,1158926763 -2006,9,16,13:40:04,18.164,-67.985,105.5,3.5,"Mona Passage, Puerto Rico",1158414004 -2006,8,28,23:37:55,18.14,-67.942,104.2,3.5,"Mona Passage, Puerto Rico",1156808275 -2006,8,19,5:56:42,18.018,-67.793,115.2,3.6,Puerto Rico region,1155967002 -2006,8,4,18:28:16,18.155,-67.793,179.2,3.6,"Mona Passage, Puerto Rico",1154716096 -2006,7,27,2:54:16,18.367,-64.613,132.6,3.6,Virgin Islands region,1153968856 -2006,7,22,23:40:00,18.38,-66.208,116.4,3.8,"San Juan urban area, Puerto Rico",1153611600 -2006,6,29,22:27:36,18.651,-65.157,25.4,3.5,Puerto Rico region,1151620056 -2006,6,29,9:12:27,18.207,-67.433,10,4,"Mona Passage, Puerto Rico",1151572347 -2006,6,28,22:12:58,18.655,-65.149,25.3,3.5,Puerto Rico region,1151532778 -2006,6,3,18:46:49,17.972,-65.576,41.6,3.5,Puerto Rico region,1149360409 -2006,5,24,16:38:55,18.181,-65.9,147.6,4,Puerto Rico,1148488735 -2006,4,30,21:33:19,18.049,-67.764,180.8,3.7,"Mona Passage, Puerto Rico",1146432799 -2006,4,1,9:17:46,18.314,-67.954,117.1,3.7,"Mona Passage, Dominican Republic",1143883066 -2006,3,13,6:16:48,18.354,-67.931,108.6,3.5,"Mona Passage, Dominican Republic",1142230608 -2006,3,7,7:01:50,18.282,-67.925,115.7,3.6,"Mona Passage, Puerto Rico",1141714910 -2006,2,19,9:18:09,18.178,-64.962,135.4,3.5,Virgin Islands region,1140340689 -2006,2,11,5:10:25,18.575,-67.99,115.5,3.7,Mona Passage,1139634625 -2006,2,2,15:27:28,18.4,-67.418,8.8,3.5,"Mona Passage, Puerto Rico",1138894048 -2006,1,16,4:23:00,18.738,-65.07,47.1,3.6,Virgin Islands region,1137385380 -2006,1,13,4:10:17,18.685,-65.038,54.5,4.2,Virgin Islands region,1137125417 -2005,11,26,20:21:07,18.133,-67.647,148.9,3.7,"Mona Passage, Puerto Rico",1133036467 -2005,9,17,10:48:47,18.716,-64.99,7.7,4.3,Virgin Islands region,1126954127 -2005,9,1,4:20:45,18.054,-67.759,55.8,3.5,"Mona Passage, Puerto Rico",1125548445 -2005,8,22,12:51:24,18.285,-65.412,120.1,4.2,Puerto Rico region,1124715084 -2005,7,20,2:11:40,18.284,-67.439,125.3,3.5,"Mona Passage, Puerto Rico",1121825500 -2005,7,9,3:09:52,18.167,-67.847,106.3,3.5,"Mona Passage, Puerto Rico",1120878592 -2005,7,1,16:23:37,17.949,-67.91,42.9,3.5,Puerto Rico region,1120235017 -2005,6,27,7:29:51,18.108,-67.96,99.6,3.6,"Mona Passage, Puerto Rico",1119857391 -2005,6,7,15:48:56,18.54,-66.082,106.6,3.5,Puerto Rico region,1118159336 -2005,5,10,7:19:02,18.591,-67.099,83.7,3.5,Puerto Rico region,1115709542 -2005,3,27,8:54:39,18.593,-65.046,66.1,3.6,Virgin Islands region,1111913679 -2005,2,16,8:51:10,17.917,-65.433,13.3,3.5,Puerto Rico region,1108543870 -2005,1,6,21:00:25,18.228,-64.566,153.8,3.8,Virgin Islands region,1105045225 -2005,1,2,21:56:22,18.741,-64.709,14.1,3.7,Virgin Islands region,1104702982 -2004,12,11,19:45:46,18.651,-64.702,54.7,5.2,Virgin Islands region,1102794346 -2004,11,21,3:34:40,18.386,-66.074,117.6,3.6,"San Juan urban area, Puerto Rico",1101008080 -2004,9,15,14:53:51,18.632,-64.502,25.2,3.6,Virgin Islands region,1095260031 -2004,8,14,14:49:56,18.568,-64.593,119.2,3.5,Virgin Islands region,1092494996 -2004,4,12,4:25:31,18.268,-65.791,142.1,3.7,Puerto Rico,1081743931 -2004,3,31,22:29:36,18.588,-66.878,120.5,4.4,Puerto Rico region,1080772176 -2004,2,23,0:02:08,18.336,-67.995,178.2,3.5,"Mona Passage, Dominican Republic",1077494528 -2004,2,11,8:13:47,18.575,-64.739,107,3.6,Virgin Islands region,1076487227 -2004,1,21,11:13:14,18.638,-67.655,93.5,3.7,Puerto Rico region,1074683594 -2004,1,16,21:13:17,18.73,-66.724,83.5,4,Puerto Rico region,1074287597 -2004,1,10,5:19:54,17.601,-65.233,22,3.7,Puerto Rico region,1073711994 -2004,1,8,10:46:19,18.654,-67.359,90.2,3.7,Puerto Rico region,1073558779 -2003,12,14,20:51:57,18.667,-66.365,66.2,3.7,Puerto Rico region,1071435117 -2003,8,20,18:21:50,18.596,-64.576,125.9,3.9,Virgin Islands region,1061403710 -2003,8,16,3:14:27,18.165,-65.214,0.6,3.7,Puerto Rico region,1061003667 -2003,8,11,12:22:29,18.628,-66.783,20.7,3.8,Puerto Rico region,1060604549 -2003,8,5,22:01:47,18.247,-67.646,130.7,3.5,"Mona Passage, Puerto Rico",1060120907 -2003,7,28,19:42:10,18.723,-64.725,64.1,3.9,Virgin Islands region,1059421330 -2003,7,8,19:07:00,18.088,-67.194,49.5,4.1,"Mona Passage, Puerto Rico",1057691220 -2003,5,7,12:57:01,18.65,-65.003,116.2,4.3,Virgin Islands region,1052312221 -2003,3,24,13:14:30,18.155,-66.103,24,3.5,Puerto Rico,1048511670 -2003,3,23,23:16:33,18.005,-67.155,0.8,3.5,Puerto Rico,1048461393 -2003,3,22,18:25:42,17.988,-67.218,1.6,4.2,"Mona Passage, Puerto Rico",1048357542 -2003,3,3,4:16:54,18.24,-67.702,152.3,3.8,"Mona Passage, Puerto Rico",1046665014 -2003,2,18,10:00:50,18.724,-64.787,24.9,3.8,Virgin Islands region,1045562450 -2003,2,8,20:35:24,18.711,-65.164,70.6,3.5,Puerto Rico region,1044736524 -2003,2,8,6:33:02,18.69,-64.789,58.9,3.7,Virgin Islands region,1044685982 -2003,1,20,5:34:07,18.089,-64.935,10.2,3.9,Virgin Islands region,1043040847 -2003,1,12,20:02:51,18.729,-65.032,46.5,4,Virgin Islands region,1042401771 -2002,12,23,4:04:02,18.409,-64.664,33.3,3.6,Virgin Islands region,1040616242 -2002,12,21,16:37:06,18.672,-64.907,66.2,3.5,Virgin Islands region,1040488626 -2002,12,19,6:02:34,18.56,-66.122,78.4,3.5,Puerto Rico region,1040277754 -2002,12,18,21:49:58,18.145,-67.88,116.6,3.5,"Mona Passage, Puerto Rico",1040248198 -2002,12,14,8:52:52,18.594,-66.376,100.7,3.7,Puerto Rico region,1039855972 -2002,12,1,9:00:33,18.026,-64.871,18,3.9,Virgin Islands region,1038733233 -2002,12,1,8:52:32,18.094,-64.657,25.1,4.1,Virgin Islands region,1038732752 -2002,11,16,3:59:22,18.433,-66.243,110.9,3.8,Puerto Rico,1037419162 -2002,11,5,19:52:50,18.206,-67.17,24.6,3.5,"Mona Passage, Puerto Rico",1036525970 -2002,10,27,9:36:44,18.285,-67.625,85.9,3.5,"Mona Passage, Puerto Rico",1035711404 -2002,10,26,10:52:30,17.955,-66.802,9.4,3.6,Puerto Rico region,1035629550 -2002,10,14,19:41:49,17.99,-66.292,8,3.6,Puerto Rico,1034624509 -2002,9,7,4:01:06,18.093,-66.178,2.1,3.5,Puerto Rico,1031371266 -2002,8,16,9:50:45,18.201,-67.35,2.9,3.7,"Mona Passage, Puerto Rico",1029491445 -2002,8,14,5:36:36,18.749,-64.697,106.4,3.8,Virgin Islands region,1029303396 -2002,8,8,16:58:09,18.403,-66.854,135.4,3.6,Puerto Rico,1028825889 -2002,8,4,14:42:57,18.159,-67.521,3.1,3.5,"Mona Passage, Puerto Rico",1028472177 -2002,7,17,8:14:05,18.349,-66.175,30.4,3.9,Puerto Rico,1026893645 -2002,7,16,6:09:08,18.177,-67.66,5,3.8,"Mona Passage, Puerto Rico",1026799748 -2002,7,10,20:09:15,18.726,-64.966,66,3.5,Virgin Islands region,1026331755 -2002,6,24,3:47:45,18.251,-66.284,6.2,4,Puerto Rico,1024890465 -2002,6,23,19:27:08,18.627,-66.989,78,3.5,Puerto Rico region,1024860428 -2002,6,21,19:54:58,18.066,-64.897,24.9,3.5,Virgin Islands region,1024689298 -2002,6,20,15:24:23,18.242,-66.297,6.2,4,Puerto Rico,1024586663 -2002,6,13,17:13:12,18.048,-64.752,17.2,3.6,Virgin Islands region,1023988392 -2002,6,13,2:52:22,18.069,-65.019,15,3.5,Virgin Islands region,1023936742 -2002,6,13,2:47:08,18.014,-64.892,23.3,4.2,Virgin Islands region,1023936428 -2002,6,12,18:27:29,18.111,-64.692,20.3,3.6,Virgin Islands region,1023906449 -2002,6,12,17:59:02,18.139,-64.73,25.3,4.1,Virgin Islands region,1023904742 -2002,6,12,13:14:19,18.195,-64.827,24.8,3.6,Virgin Islands region,1023887659 -2002,6,12,13:02:36,18.132,-64.729,23.9,3.8,Virgin Islands region,1023886956 -2002,6,12,12:48:34,18.045,-64.927,33,4.5,Virgin Islands region,1023886114 -2002,6,11,7:28:53,18.384,-65.244,118.3,3.5,Puerto Rico region,1023780533 -2002,5,26,23:25:26,17.801,-66.281,44.8,3.6,Puerto Rico region,1022455526 -2002,5,11,16:53:21,18.01,-65.24,10,4.2,Puerto Rico region,1021136001 -2002,5,11,7:17:15,18.371,-67.399,2.7,3.6,"Mona Passage, Puerto Rico",1021101435 -2002,4,8,15:01:42,18.461,-65.06,27.6,3.5,Virgin Islands region,1018278102 -2002,3,5,5:26:04,18.148,-64.596,25.1,3.5,Virgin Islands region,1015305964 -2002,2,27,18:59:34,18.724,-64.813,25,3.5,Virgin Islands region,1014836374 -2002,2,23,19:18:37,18.148,-67.915,24.9,3.5,"Mona Passage, Puerto Rico",1014491917 -2002,2,20,0:36:44,18.465,-67.078,86,4,Puerto Rico,1014165404 -2002,2,14,3:13:03,18.56,-64.777,41.6,4.1,Virgin Islands region,1013656383 -2002,2,12,5:32:47,18.586,-65.292,80.8,3.5,Puerto Rico region,1013491967 -2002,2,8,0:10:04,18.09,-67.809,78.5,3.5,"Mona Passage, Puerto Rico",1013127004 -2002,1,21,4:06:25,17.771,-65.042,164.8,3.5,Virgin Islands region,1011585985 -2002,1,17,10:45:48,17.525,-65.02,61.9,3.9,Virgin Islands region,1011264348 -2002,1,8,2:59:50,18.294,-67.635,103.7,3.7,"Mona Passage, Puerto Rico",1010458790 -2002,1,7,6:33:31,17.964,-67.246,22.8,3.6,"Mona Passage, Puerto Rico",1010385211 -2001,12,13,4:08:50,18.116,-65.076,25,3.7,Virgin Islands region,1008216530 -2001,12,7,21:28:27,17.811,-66.903,7,3.6,Puerto Rico region,1007760507 -2001,11,27,4:14:06,17.895,-67.959,59.9,4.8,Puerto Rico region,1006834446 -2001,10,17,20:45:57,18.366,-67.617,25.1,4.6,"Mona Passage, Puerto Rico",1003351557 -2001,10,10,13:21:04,18.7,-67.238,1.5,3.5,Puerto Rico region,1002720064 -2001,10,1,2:38:43,18.149,-67.832,154.4,4,"Mona Passage, Puerto Rico",1001903923 -2001,9,17,3:32:22,18.601,-67.976,84.7,3.7,Mona Passage,1000697542 -2001,8,8,21:45:10,18.601,-67.697,24.9,3.7,Puerto Rico region,997307110 -2001,7,31,0:15:03,18.723,-64.638,14.7,3.6,Virgin Islands region,996538503 -2001,7,25,19:23:26,18.215,-65.918,15.8,3.5,Puerto Rico,996089006 -2001,7,20,18:29:41,17.786,-64.76,25,3.8,Virgin Islands region,995653781 -2001,7,15,19:38:23,18.407,-64.663,127.5,3.5,Virgin Islands region,995225903 -2001,6,4,15:09:25,18.101,-65.618,2.6,3.5,Puerto Rico region,991667365 -2001,4,23,7:47:06,18.133,-66.31,18.9,3.7,Puerto Rico,988012026 -2001,4,20,0:09:22,18.539,-64.641,46.7,3.5,Virgin Islands region,987725362 -2001,4,9,8:38:14,18.322,-67.402,1.5,3.7,"Mona Passage, Puerto Rico",986805494 -2001,3,28,7:33:24,17.549,-67.56,24.9,3.7,Puerto Rico region,985764804 -2001,3,2,3:30:12,18.015,-65.641,5,3.7,Puerto Rico region,983503812 -2001,3,2,3:14:19,18.081,-65.608,1.5,3.5,Puerto Rico region,983502859 -2001,3,1,22:51:08,17.988,-65.649,1.3,3.6,Puerto Rico region,983487068 -2001,2,18,9:17:09,18.505,-64.87,12.2,3.5,Virgin Islands region,982487829 -2001,1,29,15:06:31,18.233,-67.625,22.6,3.7,"Mona Passage, Puerto Rico",980780791 -2001,1,25,3:38:59,18.313,-66.137,57.6,3.6,Puerto Rico,980393939 -2001,1,7,15:53:25,18.211,-67.92,126.8,3.5,"Mona Passage, Puerto Rico",978882805 -2000,12,17,7:35:13,18.647,-66.979,27.2,3.9,Puerto Rico region,977038513 -2000,11,30,16:14:01,18.627,-66.705,85.9,4.1,Puerto Rico region,975600841 -2000,10,30,14:58:08,18.713,-67.34,21.9,3.7,Puerto Rico region,972917888 -2000,10,29,3:33:37,17.978,-66.939,16.6,3.6,Puerto Rico,972790417 -2000,10,25,21:25:27,17.859,-66.912,39.1,3.9,Puerto Rico region,972509127 -2000,10,25,16:41:25,17.851,-66.908,41.7,3.8,Puerto Rico region,972492085 -2000,10,20,1:31:56,18.164,-66.801,16,3.8,Puerto Rico,972005516 -2000,10,15,0:39:24,18.552,-65.107,20.9,3.6,Virgin Islands region,971570364 -2000,10,2,17:43:53,18.167,-67.406,7.3,3.7,"Mona Passage, Puerto Rico",970508633 -2000,9,23,2:43:48,18.184,-67.208,23.8,3.8,"Mona Passage, Puerto Rico",969677028 -2000,9,23,2:33:15,18.148,-67.182,24.2,3.8,"Mona Passage, Puerto Rico",969676395 -2000,9,12,16:47:23,17.973,-65.926,5.6,3.6,Puerto Rico region,968777243 -2000,9,7,8:38:23,17.634,-67.756,102.1,3.7,Puerto Rico region,968315903 -2000,9,3,12:52:43,18.697,-66.731,12.3,3.5,Puerto Rico region,967985563 -2000,8,30,18:36:17,18.012,-66.602,14.6,3.7,Puerto Rico,967660577 -2000,8,19,8:15:51,17.917,-66.939,3.9,3.8,Puerto Rico region,966672951 -2000,8,19,0:38:44,18.057,-65.512,0.2,3.6,Puerto Rico region,966645524 -2000,8,18,3:36:22,17.844,-66.239,3,3.5,Puerto Rico region,966569782 -2000,8,12,9:56:54,18.026,-66.604,15.6,3.6,Puerto Rico,966074214 -2000,8,2,1:16:04,18.393,-66.651,13.1,3.6,Puerto Rico,965178964 -2000,7,5,12:05:12,18.397,-65.895,34.7,3.5,Puerto Rico,962798712 -2000,5,15,5:20:06,18.242,-66.35,35.7,3.5,Puerto Rico,958368006 -2000,4,30,3:31:07,18.456,-67.974,22,3.6,"Mona Passage, Dominican Republic",957065467 -2000,4,10,22:08:56,18.665,-66.804,25.2,3.8,Puerto Rico region,955404536 -2000,3,26,3:04:06,18.606,-67.703,33,4.4,Puerto Rico region,954039846 -2000,3,20,15:56:04,18.41,-66.616,119.4,3.6,Puerto Rico,953567764 -2000,3,14,18:59:45,18.015,-67.069,5.4,3.5,Puerto Rico,953060385 -2000,2,21,16:36:34,18.323,-67.881,108.2,4.4,"Mona Passage, Puerto Rico",951150994 -2000,2,10,4:14:18,18.069,-65.856,7.5,3.8,Puerto Rico,950156058 -2000,2,9,4:34:35,18.686,-67.522,2.1,3.5,Puerto Rico region,950070875 -1999,11,13,22:27:45,17.929,-66.951,6.9,4.1,Puerto Rico region,942532065 -1999,10,28,12:38:55,18.72,-67.245,33,4.1,Puerto Rico region,941114335 -1999,10,26,7:34:49,18.302,-64.741,143.2,4.1,Virgin Islands region,940923289 -1999,8,19,18:38:02,17.82,-66.681,8.7,3.8,Puerto Rico region,935087882 -1999,8,18,8:32:25,17.835,-66.677,6.7,3.5,Puerto Rico region,934965145 -1999,7,17,10:52:05,18.708,-64.667,57.5,4.2,Virgin Islands region,932208725 -1999,7,12,7:49:52,18.713,-64.504,98,3.6,Virgin Islands region,931765792 -1999,5,22,12:56:33,18.49,-67.42,3,3.7,"Mona Passage, Puerto Rico",927377793 -1999,5,15,7:38:54,18.214,-67.062,33,3.5,Puerto Rico,926753934 -1999,5,12,18:00:59,18.48,-67.47,17,3.5,"Mona Passage, Puerto Rico",926532059 -1999,4,20,5:16:29,18.581,-65.37,91.8,4.2,Puerto Rico region,924585389 -1999,3,31,16:32:59,18.07,-67.84,74,3.5,"Mona Passage, Puerto Rico",922897979 -1999,1,12,9:59:18,17.888,-66.13,7.6,4,Puerto Rico region,916135158 -1998,12,4,1:48:00,18.65,-65.09,33,3.7,Virgin Islands region,912736080 -1998,12,3,13:05:42,18.65,-64.81,66,3.7,Virgin Islands region,912690342 -1998,11,11,8:29:20,18.24,-67.04,17,3.9,Puerto Rico,910772960 -1998,8,28,11:04:06,18.385,-66.463,89.1,4.3,Puerto Rico,904302246 -1998,8,26,10:41:13,18.75,-65.99,69,3.6,Puerto Rico region,904128073 -1998,8,5,23:12:05,18.32,-65.95,135,3.7,Puerto Rico,902358725 -1998,7,19,9:27:41,18.303,-65.098,131.9,4.6,Virgin Islands region,900840461 -1998,6,24,22:51:24,17.74,-66.33,17,3.6,Puerto Rico region,898728684 -1998,6,14,13:56:18,18.62,-65.27,48,3.9,Puerto Rico region,897832578 -1998,6,8,12:02:46,18.19,-66.54,66,3.6,Puerto Rico,897307366 -1998,5,17,20:15:15,18.52,-64.74,128,3.7,Virgin Islands region,895436115 -1998,5,14,6:33:15,17.95,-64.67,25,3.6,Virgin Islands region,895127595 -1998,5,13,13:11:25,18.33,-67.77,153,3.6,"Mona Passage, Puerto Rico",895065085 -1998,4,29,15:05:31,18.16,-65.874,87.3,3.6,Puerto Rico,893862331 -1998,4,26,10:27:02,18.22,-67.09,20,3.6,Puerto Rico,893586422 -1998,4,20,21:43:41,18.41,-66.15,112,3.9,"San Juan urban area, Puerto Rico",893108621 -1998,4,18,9:45:34,18.65,-67.49,1.6,3.6,Puerto Rico region,892892734 -1998,4,16,20:28:51,18.02,-65.63,0.2,3.6,Puerto Rico region,892758531 -1998,4,16,18:49:27,17.99,-65.67,0.4,3.6,Puerto Rico region,892752567 -1998,4,15,17:33:14,17.92,-65.54,2,3.5,Puerto Rico region,892661594 -1998,3,12,6:11:10,18.14,-66.7,60,3.5,Puerto Rico,889683070 -1998,2,13,18:26:34,18.05,-65.46,14,3.7,Puerto Rico region,887394394 -1998,2,7,0:45:39,18.46,-64.74,26,3.5,Virgin Islands region,886812339 -1998,2,4,23:00:58,18.3,-67.56,16,3.6,"Mona Passage, Puerto Rico",886633258 -1998,1,19,22:26:31,18.2,-67.17,13,3.7,"Mona Passage, Puerto Rico",885248791 -1998,1,1,2:46:16,18.45,-67.717,33,3.5,"Mona Passage, Puerto Rico",883622776 -1997,12,6,17:50:20,18.745,-67.339,80,3.5,Puerto Rico region,881430620 -1997,11,21,7:33:35,18.559,-67.006,100,3.7,Puerto Rico region,880097615 -1997,10,12,15:39:40,18.585,-66.223,100,3.7,Puerto Rico region,876670780 -1997,8,17,2:26:49,18.382,-66.213,100,3.5,"San Juan urban area, Puerto Rico",871784809 -1997,7,31,14:35:22,18.647,-66.693,33,4,Puerto Rico region,870359722 -1997,6,17,1:34:20,17.538,-65.466,50.1,3.8,Puerto Rico region,866511260 -1997,4,19,15:41:52,18.385,-67.305,33,3.5,"Mona Passage, Puerto Rico",861464512 -1996,12,19,18:46:47,17.962,-67.087,20,3.6,Puerto Rico,851021207 -1996,10,28,8:27:21,18.046,-67.279,33,3.9,"Mona Passage, Puerto Rico",846491241 -1996,8,25,19:13:10,18.688,-67.404,30.4,3.5,Puerto Rico region,841000390 -1996,3,7,12:41:05,18.53,-64.636,78.3,4.7,Virgin Islands region,826202465 -1996,2,29,4:29:23,18.13,-67.095,41.4,4.2,Puerto Rico,825568163 -1996,2,9,8:30:15,18.03,-67.148,10,3.6,Puerto Rico,823854615 -1995,12,31,0:29:43,18.438,-64.595,33,4.5,Virgin Islands region,820369783 -1995,10,28,9:41:43,17.77,-66.662,10,3.6,Puerto Rico region,814873303 -1995,8,24,21:25:30,18.49,-67.525,33,3.6,"Mona Passage, Puerto Rico",809299530 -1995,8,1,14:48:03,18.042,-66.952,10,3.5,Puerto Rico,807288483 -1995,7,20,8:06:01,17.603,-65.783,10,4.2,Puerto Rico region,806227561 -1995,6,29,9:38:29,18.272,-66.878,10,3.5,Puerto Rico,804418709 -1995,5,21,2:15:17,18.143,-66.897,10,3.6,Puerto Rico,801022517 -1995,5,5,4:32:07,18.172,-67.31,33,3.5,"Mona Passage, Puerto Rico",799648327 -1995,3,21,12:25:58,18.432,-66.647,85,3.5,Puerto Rico,795788758 -1994,9,13,3:35:53,17.98,-67.116,33,4.6,Puerto Rico,779427353 -1994,8,5,18:30:18,18.129,-67.24,23.8,3.5,"Mona Passage, Puerto Rico",776111418 -1994,6,13,23:58:26,17.975,-65.695,24.6,3.5,Puerto Rico region,771551906 -1994,5,31,9:30:50,18.63,-66.773,70.1,3.5,Puerto Rico region,770376650 -1994,5,1,4:03:24,17.933,-64.697,162.1,4.3,Virgin Islands region,767765004 -1994,4,27,13:24:46,18.749,-67.306,31.2,3.5,Puerto Rico region,767453086 -1994,3,10,3:58:27,17.808,-65.347,10,4.1,Puerto Rico region,763271907 -1994,1,28,20:33:11,18.605,-66.252,10,4.2,Puerto Rico region,759789191 -1992,11,23,6:31:14,18.743,-67.168,31.1,5.3,Puerto Rico region,722500274 -1992,2,23,2:11:40,18.683,-66.96,33,3.6,Puerto Rico region,698811100 -1991,5,5,19:36:44,17.759,-65.049,62.3,3.6,Virgin Islands region,673472204 -1990,10,1,18:35:31,18.229,-65.932,166.9,4.7,Puerto Rico,654806131 -1990,8,28,13:35:31,17.836,-67.893,127.1,4,Puerto Rico region,651850531 -1990,3,8,3:19:32,17.793,-65.652,21.2,4.3,Puerto Rico region,636866372 -1990,2,19,11:02:06,17.983,-65.356,10,4.5,Puerto Rico region,635425326 -1990,2,3,7:30:54,18.672,-64.647,61.5,5,Virgin Islands region,634030254 -1990,1,9,19:09:45,18.07,-64.754,33,5,Virgin Islands region,631912185 -1989,8,20,1:01:50,17.878,-64.56,156.9,4.5,Virgin Islands region,619578110 -1989,6,23,8:43:09,17.799,-65.604,15,4.5,Puerto Rico region,614594589 -1989,4,27,6:32:50,17.787,-65.643,22.5,4.4,Puerto Rico region,609661970 -1988,8,16,14:17:35,17.794,-65.387,10,4.8,Puerto Rico region,587744255 -1988,5,26,5:21:54,17.811,-65.396,10,4.5,Puerto Rico region,580627314 -1987,5,30,17:55:08,17.962,-67.131,5,4.6,Puerto Rico,549395708 -1986,6,5,18:30:58,18.075,-66.86,18.9,4.1,Puerto Rico,518380258 -1986,2,18,2:58:44,17.918,-66.474,20.7,4.7,Puerto Rico region,509079524 -1984,12,8,9:06:31,17.712,-67.889,73.9,4.2,Puerto Rico region,471344791 -1984,10,2,15:13:24,17.844,-66.644,17.8,4.8,Puerto Rico region,465578004 -1982,1,26,11:49:39,18.033,-65.325,33,4.7,Puerto Rico region,380893779 -1981,1,9,8:00:03,18.282,-67.994,84,4.5,"Mona Passage, Dominican Republic",347875203 -1980,2,28,1:39:06,17.733,-66.664,10,4.4,Puerto Rico region,320549946 -1980,2,14,17:11:42,18.608,-64.68,57,4.8,Virgin Islands region,319396302 -1979,11,6,0:19:45,18.729,-65.1,41,4.7,Virgin Islands region,310695585 -1978,5,15,19:25:14,18.728,-67.428,33,4.7,Puerto Rico region,264108314 -1976,3,29,6:15:41,18.348,-65.114,110,4.7,Virgin Islands region,196928141 -1975,6,17,5:01:13,18.501,-66.341,111,5,Puerto Rico region,172213273 -1974,10,26,5:30:38,18.424,-66.32,93,4.7,Puerto Rico,151997438 -1974,8,29,13:18:26,17.825,-65.485,33,4.6,Puerto Rico region,147014306 -1974,4,13,5:38:05,18.648,-67.495,88,4.2,Puerto Rico region,135063485 -1974,3,16,12:02:02,18.452,-67.051,96,4.3,Puerto Rico,132667322 -1973,12,5,0:24:49,17.835,-66.44,17,3.9,Puerto Rico region,123899089 -1973,11,25,21:53:06,18.706,-64.583,53,4.5,Virgin Islands region,123112386 -1970,7,8,4:49:11,17.901,-64.638,143,6.1,Virgin Islands region,16260551 diff --git a/indicator_data/all_indicators_matrix.rda b/indicator_data/synthesisFiles/all_indicators_matrix.rda similarity index 100% rename from indicator_data/all_indicators_matrix.rda rename to indicator_data/synthesisFiles/all_indicators_matrix.rda diff --git a/indicator_data/extracted_ind_object_names.csv b/indicator_data/synthesisFiles/extracted_ind_object_names.csv similarity index 100% rename from indicator_data/extracted_ind_object_names.csv rename to indicator_data/synthesisFiles/extracted_ind_object_names.csv diff --git a/indicator_data/extracted_ind_object_names_REVISED.csv b/indicator_data/synthesisFiles/extracted_ind_object_names_REVISED.csv similarity index 100% rename from indicator_data/extracted_ind_object_names_REVISED.csv rename to indicator_data/synthesisFiles/extracted_ind_object_names_REVISED.csv diff --git a/indicator_data/unemployment.csv b/indicator_data/unemployment.csv deleted file mode 100644 index 7a0e7e5..0000000 --- a/indicator_data/unemployment.csv +++ /dev/null @@ -1,578 +0,0 @@ -indicator,PR unemployment,USVI unemployment -unit,percent,percent -1/1/1976,19.6, -2/1/1976,19.5, -3/1/1976,19.3, -4/1/1976,19, -5/1/1976,18.9, -6/1/1976,18.9, -7/1/1976,19.1, -8/1/1976,19.4, -9/1/1976,19.8, -10/1/1976,19.9, -11/1/1976,19.8, -12/1/1976,19.8, -1/1/1977,19.8, -2/1/1977,19.9, -3/1/1977,20.2, -4/1/1977,20.5, -5/1/1977,20.7, -6/1/1977,20.8, -7/1/1977,20.6, 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-8/1/2021,8.3,9.7 -9/1/2021,7.9,9.2 -10/1/2021,7.5,8.9 -11/1/2021,7,8.6 -12/1/2021,6.7,7.9 -1/1/2022,6.5,8.4 -2/1/2022,6.3,7.8 -3/1/2022,6.2,7.4 -4/1/2022,6,6.8 -5/1/2022,5.9,6.6 -6/1/2022,5.8,6.6 -7/1/2022,5.8,6.1 -8/1/2022,5.8,5.7 -9/1/2022,5.9,5.4 -10/1/2022,6,4.9 -11/1/2022,6,4.7 -12/1/2022,6,4.2 -1/1/2023,6,3.6 -2/1/2023,6,3.5 -3/1/2023,6,3.4 -4/1/2023,6,3.2 -5/1/2023,6.1,3.4 -6/1/2023,6.1,3.9 -7/1/2023,6.2,3.7 -8/1/2023,6.2,3.4 -9/1/2023,6,3.5 -10/1/2023,5.8,3.4 -11/1/2023,5.7,3.3 -12/1/2023,5.7,2.9 diff --git a/indicator_objects/DegreeHeatingWeeks.RData b/indicator_objects/DegreeHeatingWeeks.RData index 25b0d15..30b1ab4 100644 Binary files a/indicator_objects/DegreeHeatingWeeks.RData and b/indicator_objects/DegreeHeatingWeeks.RData differ diff --git a/indicator_objects/FRsection.RData b/indicator_objects/FRsection.RData index 3b8b41f..4f06845 100644 Binary files a/indicator_objects/FRsection.RData and b/indicator_objects/FRsection.RData differ diff --git a/indicator_objects/OA.RData b/indicator_objects/OA.RData index c7c276b..2b4292f 100644 Binary files a/indicator_objects/OA.RData and b/indicator_objects/OA.RData differ diff --git a/indicator_objects/RVC_PR.RData b/indicator_objects/RVC_PR.RData index e9f8d2a..9a46c7d 100644 Binary files a/indicator_objects/RVC_PR.RData and b/indicator_objects/RVC_PR.RData differ diff --git a/indicator_objects/RVC_STSJ.RData b/indicator_objects/RVC_STSJ.RData index 6e43efd..8f17483 100644 Binary files a/indicator_objects/RVC_STSJ.RData and b/indicator_objects/RVC_STSJ.RData differ diff --git a/indicator_objects/RVC_STX.RData b/indicator_objects/RVC_STX.RData index e17e240..0f1052d 100644 Binary files a/indicator_objects/RVC_STX.RData and b/indicator_objects/RVC_STX.RData differ diff --git a/indicator_objects/carib_Chl.RData b/indicator_objects/carib_Chl.RData index b14ba03..85b7f32 100644 Binary files a/indicator_objects/carib_Chl.RData and b/indicator_objects/carib_Chl.RData differ diff --git a/indicator_objects/coral_spprichness_cover.RData b/indicator_objects/coral_spprichness_cover.RData index f85dd00..dacdf27 100644 Binary files a/indicator_objects/coral_spprichness_cover.RData and b/indicator_objects/coral_spprichness_cover.RData differ diff --git a/indicator_objects/earthquakes.RData b/indicator_objects/earthquakes.RData index a24f339..95c1fab 100644 Binary files a/indicator_objects/earthquakes.RData and b/indicator_objects/earthquakes.RData differ diff --git a/indicator_objects/enforcement.RData b/indicator_objects/enforcement.RData index d60dd99..bf0dcda 100644 Binary files a/indicator_objects/enforcement.RData and b/indicator_objects/enforcement.RData differ diff --git a/indicator_objects/fish_density.RData b/indicator_objects/fish_density.RData index 2399604..a8777f9 100644 Binary files a/indicator_objects/fish_density.RData and b/indicator_objects/fish_density.RData differ diff --git a/indicator_objects/oceanNAICS.RData b/indicator_objects/oceanNAICS.RData index 9997ce8..3f589d5 100644 Binary files a/indicator_objects/oceanNAICS.RData and b/indicator_objects/oceanNAICS.RData differ diff --git a/indicator_objects/outreach.RData b/indicator_objects/outreach.RData index c1de894..bcfa1a5 100644 Binary files a/indicator_objects/outreach.RData and b/indicator_objects/outreach.RData differ diff --git a/indicator_objects/pollution.RData b/indicator_objects/pollution.RData index 790193a..16f2be8 100644 Binary files a/indicator_objects/pollution.RData and b/indicator_objects/pollution.RData differ diff --git a/indicator_objects/population.RData b/indicator_objects/population.RData index 224bdfd..c638c85 100644 Binary files a/indicator_objects/population.RData and b/indicator_objects/population.RData differ diff --git a/indicator_objects/tier3.RData b/indicator_objects/tier3.RData index 3741318..e304c06 100644 Binary files a/indicator_objects/tier3.RData and b/indicator_objects/tier3.RData differ diff --git a/indicator_objects/total_rec_catch.RData b/indicator_objects/total_rec_catch.RData index 0a5de7b..bbbb533 100644 Binary files a/indicator_objects/total_rec_catch.RData and b/indicator_objects/total_rec_catch.RData differ diff --git a/indicator_objects/turbidity.RData b/indicator_objects/turbidity.RData index c857b0c..601eacc 100644 Binary files a/indicator_objects/turbidity.RData and b/indicator_objects/turbidity.RData differ diff --git a/indicator_objects/unemployment.RData b/indicator_objects/unemployment.RData index 5aaabf3..41d148b 100644 Binary files a/indicator_objects/unemployment.RData and b/indicator_objects/unemployment.RData differ diff --git a/indicator_objects/ACEindex.RData b/indicator_objects_old/ACEindex.RData similarity index 100% rename from indicator_objects/ACEindex.RData rename to indicator_objects_old/ACEindex.RData diff --git a/indicator_objects/Carib_SST.RData b/indicator_objects_old/Carib_SST.RData similarity index 100% rename from indicator_objects/Carib_SST.RData rename to indicator_objects_old/Carib_SST.RData diff --git a/indicator_objects_old/DegreeHeatingWeeks.RData b/indicator_objects_old/DegreeHeatingWeeks.RData new file mode 100644 index 0000000..25b0d15 Binary files /dev/null and b/indicator_objects_old/DegreeHeatingWeeks.RData differ diff --git a/indicator_objects_old/FRsection.RData b/indicator_objects_old/FRsection.RData new file mode 100644 index 0000000..3b8b41f Binary files /dev/null and b/indicator_objects_old/FRsection.RData differ diff --git a/indicator_objects/GDP.RData b/indicator_objects_old/GDP.RData similarity index 100% rename from indicator_objects/GDP.RData rename to indicator_objects_old/GDP.RData diff --git a/indicator_objects_old/OA.RData b/indicator_objects_old/OA.RData new file mode 100644 index 0000000..c7c276b Binary files /dev/null and b/indicator_objects_old/OA.RData differ diff --git a/indicator_objects/PD_ratio.RData b/indicator_objects_old/PD_ratio.RData similarity index 100% rename from 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b/indicator_objects_old/gini_revenue.RData similarity index 100% rename from indicator_objects/gini_revenue.RData rename to indicator_objects_old/gini_revenue.RData diff --git a/indicator_objects/marine_debris.RData b/indicator_objects_old/marine_debris.RData similarity index 100% rename from indicator_objects/marine_debris.RData rename to indicator_objects_old/marine_debris.RData diff --git a/indicator_objects/mean_Lmax.RData b/indicator_objects_old/mean_Lmax.RData similarity index 100% rename from indicator_objects/mean_Lmax.RData rename to indicator_objects_old/mean_Lmax.RData diff --git a/indicator_objects_old/oceanNAICS.RData b/indicator_objects_old/oceanNAICS.RData new file mode 100644 index 0000000..9997ce8 Binary files /dev/null and b/indicator_objects_old/oceanNAICS.RData differ diff --git a/indicator_objects_old/outreach.RData b/indicator_objects_old/outreach.RData new file mode 100644 index 0000000..c1de894 Binary files /dev/null and b/indicator_objects_old/outreach.RData differ diff --git a/indicator_objects_old/pollution.RData b/indicator_objects_old/pollution.RData new file mode 100644 index 0000000..790193a Binary files /dev/null and b/indicator_objects_old/pollution.RData differ diff --git a/indicator_objects_old/population.RData b/indicator_objects_old/population.RData new file mode 100644 index 0000000..224bdfd Binary files /dev/null and b/indicator_objects_old/population.RData differ diff --git a/indicator_objects/prop_diving_trips.RData b/indicator_objects_old/prop_diving_trips.RData similarity index 100% rename from indicator_objects/prop_diving_trips.RData rename to indicator_objects_old/prop_diving_trips.RData diff --git a/indicator_objects/prop_trips_bycatch.RData b/indicator_objects_old/prop_trips_bycatch.RData similarity index 100% rename from indicator_objects/prop_trips_bycatch.RData rename to indicator_objects_old/prop_trips_bycatch.RData diff --git a/indicator_objects/regulations.RData b/indicator_objects_old/regulations.RData similarity index 100% rename from indicator_objects/regulations.RData rename to indicator_objects_old/regulations.RData diff --git a/indicator_objects_old/tier3.RData b/indicator_objects_old/tier3.RData new file mode 100644 index 0000000..3741318 Binary files /dev/null and b/indicator_objects_old/tier3.RData differ diff --git a/indicator_objects/total_landings.RData b/indicator_objects_old/total_landings.RData similarity index 100% rename from indicator_objects/total_landings.RData rename to indicator_objects_old/total_landings.RData diff --git a/indicator_objects_old/total_rec_catch.RData b/indicator_objects_old/total_rec_catch.RData new file mode 100644 index 0000000..0a5de7b Binary files /dev/null and b/indicator_objects_old/total_rec_catch.RData differ diff --git a/indicator_objects_old/turbidity.RData b/indicator_objects_old/turbidity.RData new file mode 100644 index 0000000..c857b0c Binary files /dev/null and b/indicator_objects_old/turbidity.RData differ diff --git 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John.png differ diff --git a/indicator_plots/CSVI_plots/Line_Plot_Puerto Rico West.png b/indicator_plots/CSVI_plots/Line_Plot_Puerto Rico West.png index e0ff56d..9d706ea 100644 Binary files a/indicator_plots/CSVI_plots/Line_Plot_Puerto Rico West.png and b/indicator_plots/CSVI_plots/Line_Plot_Puerto Rico West.png differ diff --git a/indicator_processing/CalculateAllIndicators.R b/indicator_processing/CalculateAllIndicators.R index 3b16496..5cf1efa 100644 --- a/indicator_processing/CalculateAllIndicators.R +++ b/indicator_processing/CalculateAllIndicators.R @@ -23,28 +23,34 @@ setwd(directory) dir("indicator_processing/automated_download/") source("indicator_processing/automated_download/sst.R") # sea surface temperature -source("indicator_processing/automated_download/ACE_index_Carib.R") # hurricane energy index -source("indicator_processing/automated_download/chl_caribbean.R") # primary productivity source("indicator_processing/automated_download/DHW.R") # degree heating weeks +source("indicator_processing/automated_download/ACE_index_Carib.R") # hurricane energy index source("indicator_processing/automated_download/earthquakes.R") # earthquakes source("indicator_processing/automated_download/kd490.R") # turbidity from Kd490 # THIS DOWNLOAD CAN BE FINICKY +source("indicator_processing/automated_download/chl_caribbean.R") # primary productivity + source("indicator_processing/automated_download/Unemployment.R") # unemployment rate source("indicator_processing/automated_download/GDP.R") # Gross Domestic Product -source("indicator_processing/automated_download/cruise_visitors.R") # Cruise visitors +source("indicator_processing/automated_download/cruise_air_visitors.R") # Cruise visitors source("indicator_processing/automated_download/population.R") #Human population # partially automated - pull from data in folder ---------------------- dir("indicator_processing/non_automated") -source("indicator_processing/non_automated/marine_debris.R") # marine debris +# source("indicator_processing/non_automated/marine_debris.R") # marine debris source("indicator_processing/non_automated/OA.R") # ocean acidification source("indicator_processing/non_automated/CRMP_compile.R") # fishery-indepenedent fish density, slope of size spectrum, coral cover indicators -source("indicator_processing/non_automated/Sargassum_inundation.R") # sargassum indicator +#source("indicator_processing/non_automated/Sargassum_inundation.R") # sargassum indicator source("indicator_processing/non_automated/SAU_recreational_catch.R") # recreational catch based on Sea Around Us database source("indicator_processing/non_automated/pollution.R") # reported superfund sites etc. source("indicator_processing/non_automated/tier_designation.R") # ABC control rule Tier designation source("indicator_processing/non_automated/oceanNAICS.R") # Ocean economy +source("indicator_processing/non_automated/RVC.R") # RVC +source("indicator_processing/non_automated/regulations.R") # number of new regulations # might not be updates +source("indicator_processing/non_automated/enforcement.R") # enforcement stats +source("indicator_processing/non_automated/outreach.R") # outreach stats +source("indicator_processing/non_automated/social_vulnerability.R") # Tarsila social indicators # fishery indicators - includes confidential data ---------------------- diff --git a/indicator_processing/PlotAllIndicators2.html b/indicator_processing/PlotAllIndicators2.html deleted file mode 100644 index f0c8eb7..0000000 --- a/indicator_processing/PlotAllIndicators2.html +++ /dev/null @@ -1,780 +0,0 @@ - - - - - - - - - - -PlotAllIndicators2 - - - - - - - - - - - - - - - - - - - -
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PlotAllIndicators2

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Carissa Gervasi

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library(plotTimeSeries)
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Caribbean ESR - all time series indicators plotted

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Script to plot all indicators from indicator_objects. Saves all plots as png files in the indicator_plots folder. Modified version of the script to make each plot more customizable. Created as a quarto file so that it can be rendered and all plots can be quickly viewed in a single document.

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last updated 10/3/24

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1 - degree heating weeks

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2 - ocean acidification

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3 - hurricane activity

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4 - turbidity

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5 - sea surface temperature

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png(filename = "../indicator_plots/Carib_SST_plot.png", width = 6, height = 8, units = "in", res = 300)
-load("../indicator_objects/Carib_SST.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = TRUE, widadj = 0.5, hgtadj = 0.3, anom = "stmon", yposadj = 1, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6)
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Loading required package: spam
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Spam version 2.10-0 (2023-10-23) is loaded.
-Type 'help( Spam)' or 'demo( spam)' for a short introduction 
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-suffix '.spam' to the function name, e.g. 'help( chol.spam)'.
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-Attaching package: 'spam'
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The following objects are masked from 'package:base':
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Loading required package: viridisLite
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-Try help(fields) to get started.
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dev.off()
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png 
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6 - marine debris

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7 - identified point source pollution sites

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8 - water quality

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Still working on this

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9 - primary productivity via ocean color

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10 - coastal development and land use change

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Spatial map for coastal development. Land use change in progress

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11 - number of major earthquakes

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12 - market disturbances

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png(filename = "../indicator_plots/disturbance_plot.png", width = 6, height = 8, units = "in", res = 300)
-load("../indicator_objects/disturbance.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.7, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6)
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knitr::include_graphics("../indicator_plots/disturbance_plot.png")
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13 - sargassum inundation

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14 - tourism (air travel and cruise passengers)

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png(filename = "../indicator_plots/cruise_plot.png", width = 7, height = 5, units = "in", res = 300)
-load("../indicator_objects/cruise.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1.2, sameYscale = TRUE, cex.axis = 1.3, cex.lab = 1.5, cex.main = 1.6)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

15 - population

-
-
-

16 - abundance of economically important fish

-
-
png(filename = "../indicator_plots/RVC_PR_plot.png", width = 7, height = 6, units = "in", res = 300)
-load("../indicator_objects/RVC_PR.RData") 
-plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3)
-dev.off()
-
-
png 
-  2
-
-
png(filename = "../indicator_plots/RVC_STSJ_plot.png", width = 7, height = 6, units = "in", res = 300)
-load("../indicator_objects/RVC_STSJ.RData") 
-plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3)
-dev.off()
-
-
png 
-  2
-
-
png(filename = "../indicator_plots/RVC_STX_plot.png", width = 7, height = 6, units = "in", res = 300)
-load("../indicator_objects/RVC_STX.RData") 
-plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

17 - abundance of commercial fish and slope of the size spectrum

-
-
png(filename = "../indicator_plots/fish_density_plot.png", width = 7, height = 8, units = "in", res = 300)
-load("../indicator_objects/fish_density.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.7, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

18 - pelagic:demersal ratio

-
-
-

19 - Lmax indicator

-
-
png(filename = "../indicator_plots/avgLmax_plot.png", width = 5, height = 6, units = "in", res = 300)
-load("../indicator_objects/avgLmax.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.7, anom = "none", yposadj = 1, sameYscale = TRUE, cex.axis = 1.3, cex.lab = 1.6, cex.main = 1.6)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

20 - total landings

-
-
png(filename = "../indicator_plots/total_landings_plot.png", width = 9, height = 8, units = "in", res = 300)
-load("../indicator_objects/total_landings.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:9, plotrownum = 3, plotcolnum = 3, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.9, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

21 - percent revenues by species group

-

Barplot - not a time series

-
-
-

22 - number of trips

-

Barplot - not a time series

-
-
-

23 - ocean economy

-
-
png(filename = "../indicator_plots/oceanNAICS_plot.png", width = 6, height = 7, units = "in", res = 300)
-load("../indicator_objects/oceanNAICS.RData") 
-plotIndicatorTimeSeries(ind, coltoplot = 1:8, plotrownum = 4, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 5, hgtadj = 1, anom = "none", yposadj = 1.2, cex.axis = 1, cex.lab = 1.1, cex.main = 1.3)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

24 - GDP

-
-
-

25 - unemployment

-
-
-

26 - Gini coefficient

-
-
png(filename = "../indicator_plots/gini_plot.png", width = 7, height = 8, units = "in", res = 300)
-load("../indicator_objects/gini.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6, sameYscale = TRUE)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

27 - environmental justice, economic, and gentrification indicators

-
-
-

28 - recreational landings

-
-
-

29 - commercial engagement and reliance

-
-
-

30 - changes in gear type

-

This inclues a time series but also NMDS plots and barplots

-
-
-

31 - number of new regulations

-
-
png(filename = "../indicator_plots/FRsection_plot.png", width = 10, height = 4, units = "in", res = 300)
-load("../indicator_objects/FRsection.RData") 
-plotIndicatorTimeSeries(ind,coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1, type = "allLines")
-dev.off()
-
-
png 
-  2
-
-
-
-
-

32 - percent of species with informative catch limits

-
-
png(filename = "../indicator_plots/tier3_plot.png", width = 8, height = 7, units = "in", res = 300)
-load("../indicator_objects/tier3.RData")
-plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1.2, sameYscale = F, cex.axis = 1.3, cex.lab = 1.5, cex.main = 1.5)
-dev.off()
-
-
png 
-  2
-
-
-
-
-

33 - number of education / outreach events

-
-
-

34 - number of enforcement actions

-
-
-

35 - percent coral cover and species diversity

-
-
- -
- - -
- - - - - \ No newline at end of file diff --git a/indicator_processing/PlotAllIndicators2.qmd b/indicator_processing/PlotAllIndicators2.qmd deleted file mode 100644 index 2c44db4..0000000 --- a/indicator_processing/PlotAllIndicators2.qmd +++ /dev/null @@ -1,184 +0,0 @@ ---- -title: "PlotAllIndicators2" -author: "Carissa Gervasi" ---- - -```{r} -library(plotTimeSeries) -library(knitr) -``` - -# Caribbean ESR - all time series indicators plotted - -Script to plot all indicators from indicator_objects. Saves all plots as png files in the indicator_plots folder. Modified version of the script to make each plot more customizable. Created as a quarto file so that it can be rendered and all plots can be quickly viewed in a single document. - -last updated 10/3/24 - -### 1 - degree heating weeks - -### 2 - ocean acidification - -### 3 - hurricane activity - -### 4 - turbidity - -### 5 - sea surface temperature - -```{r} -png(filename = "../indicator_plots/Carib_SST_plot.png", width = 6, height = 8, units = "in", res = 300) -load("../indicator_objects/Carib_SST.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = TRUE, widadj = 0.5, hgtadj = 0.3, anom = "stmon", yposadj = 1, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6) -dev.off() -``` - -### 6 - marine debris - -### 7 - identified point source pollution sites - -### 8 - water quality - -Still working on this - -### 9 - primary productivity via ocean color - -### 10 - coastal development and land use change - -Spatial map for coastal development. Land use change in progress - -### 11 - number of major earthquakes - -### 12 - market disturbances - -```{r} -png(filename = "../indicator_plots/disturbance_plot.png", width = 6, height = 8, units = "in", res = 300) -load("../indicator_objects/disturbance.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.7, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6) -dev.off() - -knitr::include_graphics("../indicator_plots/disturbance_plot.png") -``` - -### 13 - sargassum inundation - -### 14 - tourism (air travel and cruise passengers) - -```{r} -png(filename = "../indicator_plots/cruise_plot.png", width = 7, height = 5, units = "in", res = 300) -load("../indicator_objects/cruise.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1.2, sameYscale = TRUE, cex.axis = 1.3, cex.lab = 1.5, cex.main = 1.6) -dev.off() -``` - -### 15 - population - -### 16 - abundance of economically important fish - -```{r} -png(filename = "../indicator_plots/RVC_PR_plot.png", width = 7, height = 6, units = "in", res = 300) -load("../indicator_objects/RVC_PR.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() - -png(filename = "../indicator_plots/RVC_STSJ_plot.png", width = 7, height = 6, units = "in", res = 300) -load("../indicator_objects/RVC_STSJ.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() - -png(filename = "../indicator_plots/RVC_STX_plot.png", width = 7, height = 6, units = "in", res = 300) -load("../indicator_objects/RVC_STX.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() -``` - -### 17 - abundance of commercial fish and slope of the size spectrum - -```{r} -png(filename = "../indicator_plots/fish_density_plot.png", width = 7, height = 8, units = "in", res = 300) -load("../indicator_objects/fish_density.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.7, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6) -dev.off() -``` - -### 18 - pelagic:demersal ratio - -### 19 - Lmax indicator - -```{r} -png(filename = "../indicator_plots/avgLmax_plot.png", width = 5, height = 6, units = "in", res = 300) -load("../indicator_objects/avgLmax.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.7, anom = "none", yposadj = 1, sameYscale = TRUE, cex.axis = 1.3, cex.lab = 1.6, cex.main = 1.6) -dev.off() -``` - -### 20 - total landings - -```{r} -png(filename = "../indicator_plots/total_landings_plot.png", width = 9, height = 8, units = "in", res = 300) -load("../indicator_objects/total_landings.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:9, plotrownum = 3, plotcolnum = 3, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.9, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() -``` - -### 21 - percent revenues by species group - -Barplot - not a time series - -### 22 - number of trips - -Barplot - not a time series - -### 23 - ocean economy - -```{r} -png(filename = "../indicator_plots/oceanNAICS_plot.png", width = 6, height = 7, units = "in", res = 300) -load("../indicator_objects/oceanNAICS.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:8, plotrownum = 4, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 5, hgtadj = 1, anom = "none", yposadj = 1.2, cex.axis = 1, cex.lab = 1.1, cex.main = 1.3) -dev.off() -``` - -### 24 - GDP - -### 25 - unemployment - -### 26 - Gini coefficient - -```{r} -png(filename = "../indicator_plots/gini_plot.png", width = 7, height = 8, units = "in", res = 300) -load("../indicator_objects/gini.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6, sameYscale = TRUE) -dev.off() -``` - -### 27 - environmental justice, economic, and gentrification indicators - -### 28 - recreational landings - -### 29 - commercial engagement and reliance - -### 30 - changes in gear type - -This inclues a time series but also NMDS plots and barplots - -### 31 - number of new regulations - -```{r} -png(filename = "../indicator_plots/FRsection_plot.png", width = 10, height = 4, units = "in", res = 300) -load("../indicator_objects/FRsection.RData") -plotIndicatorTimeSeries(ind,coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1, type = "allLines") -dev.off() -``` - -### 32 - percent of species with informative catch limits - -```{r} -png(filename = "../indicator_plots/tier3_plot.png", width = 8, height = 7, units = "in", res = 300) -load("../indicator_objects/tier3.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1.2, sameYscale = F, cex.axis = 1.3, cex.lab = 1.5, cex.main = 1.5) -dev.off() -``` - -### 33 - number of education / outreach events - -### 34 - number of enforcement actions - -### 35 - percent coral cover and species diversity diff --git a/indicator_processing/PlotAllIndicators2_files/libs/bootstrap/bootstrap-icons.css b/indicator_processing/PlotAllIndicators2_files/libs/bootstrap/bootstrap-icons.css deleted file mode 100644 index 285e444..0000000 --- a/indicator_processing/PlotAllIndicators2_files/libs/bootstrap/bootstrap-icons.css +++ /dev/null @@ -1,2078 +0,0 @@ -/*! - * Bootstrap Icons v1.11.1 (https://icons.getbootstrap.com/) - * Copyright 2019-2023 The Bootstrap Authors - * Licensed under MIT (https://github.com/twbs/icons/blob/main/LICENSE) - */ - -@font-face { - font-display: block; - font-family: "bootstrap-icons"; - src: -url("./bootstrap-icons.woff?2820a3852bdb9a5832199cc61cec4e65") format("woff"); -} - -.bi::before, 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex 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var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid 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var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.375rem;--bs-pagination-hover-color: #0a58ca;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #0a58ca;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.25rem}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #ffffff;--bs-badge-border-radius: 0.375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.375rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.375rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.375rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.375rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #ffffff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:flex-end;-webkit-justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap)*.5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color);border-bottom-right-radius:var(--bs-modal-inner-border-radius);border-bottom-left-radius:var(--bs-modal-inner-border-radius)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width: 300px}}@media(min-width: 992px){.modal-lg,.modal-xl{--bs-modal-width: 800px}}@media(min-width: 1200px){.modal-xl{--bs-modal-width: 1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-header,.modal-fullscreen .modal-footer{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media(max-width: 575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-header,.modal-fullscreen-sm-down .modal-footer{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media(max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-header,.modal-fullscreen-md-down .modal-footer{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media(max-width: 991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-header,.modal-fullscreen-lg-down .modal-footer{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media(max-width: 1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-header,.modal-fullscreen-xl-down .modal-footer{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media(max-width: 1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-header,.modal-fullscreen-xxl-down .modal-footer{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex: 1080;--bs-tooltip-max-width: 200px;--bs-tooltip-padding-x: 0.5rem;--bs-tooltip-padding-y: 0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color: #ffffff;--bs-tooltip-bg: #000;--bs-tooltip-border-radius: 0.375rem;--bs-tooltip-opacity: 0.9;--bs-tooltip-arrow-width: 0.8rem;--bs-tooltip-arrow-height: 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var(--bs-tooltip-padding-x);color:var(--bs-tooltip-color);text-align:center;background-color:var(--bs-tooltip-bg);border-radius:var(--bs-tooltip-border-radius)}.popover{--bs-popover-zindex: 1070;--bs-popover-max-width: 276px;--bs-popover-font-size:0.875rem;--bs-popover-bg: #ffffff;--bs-popover-border-width: 1px;--bs-popover-border-color: rgba(0, 0, 0, 0.175);--bs-popover-border-radius: 0.5rem;--bs-popover-inner-border-radius: calc(0.5rem - 1px);--bs-popover-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-popover-header-padding-x: 1rem;--bs-popover-header-padding-y: 0.5rem;--bs-popover-header-font-size:1rem;--bs-popover-header-color: inherit;--bs-popover-header-bg: #e9ecef;--bs-popover-body-padding-x: 1rem;--bs-popover-body-padding-y: 1rem;--bs-popover-body-color: #212529;--bs-popover-arrow-width: 1rem;--bs-popover-arrow-height: 0.5rem;--bs-popover-arrow-border: 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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu 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e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return 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b/indicator_processing/PlotAllIndicators2_files/libs/quarto-html/quarto-syntax-highlighting.css deleted file mode 100644 index d9fd98f..0000000 --- a/indicator_processing/PlotAllIndicators2_files/libs/quarto-html/quarto-syntax-highlighting.css +++ /dev/null @@ -1,203 +0,0 @@ -/* quarto syntax highlight colors */ -:root { - --quarto-hl-ot-color: #003B4F; - --quarto-hl-at-color: #657422; - --quarto-hl-ss-color: #20794D; - --quarto-hl-an-color: #5E5E5E; - --quarto-hl-fu-color: #4758AB; - --quarto-hl-st-color: #20794D; - --quarto-hl-cf-color: #003B4F; - --quarto-hl-op-color: #5E5E5E; - --quarto-hl-er-color: #AD0000; - --quarto-hl-bn-color: #AD0000; - --quarto-hl-al-color: #AD0000; - --quarto-hl-va-color: #111111; - --quarto-hl-bu-color: inherit; - --quarto-hl-ex-color: inherit; - --quarto-hl-pp-color: #AD0000; - --quarto-hl-in-color: #5E5E5E; - --quarto-hl-vs-color: #20794D; - --quarto-hl-wa-color: #5E5E5E; - --quarto-hl-do-color: #5E5E5E; - --quarto-hl-im-color: #00769E; - --quarto-hl-ch-color: #20794D; - --quarto-hl-dt-color: #AD0000; - --quarto-hl-fl-color: #AD0000; - --quarto-hl-co-color: #5E5E5E; - --quarto-hl-cv-color: #5E5E5E; - --quarto-hl-cn-color: #8f5902; - --quarto-hl-sc-color: #5E5E5E; - --quarto-hl-dv-color: #AD0000; - --quarto-hl-kw-color: #003B4F; -} - -/* other quarto variables */ -:root { - --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace; -} - -pre > code.sourceCode > span { - color: #003B4F; -} - -code span { - color: #003B4F; -} - -code.sourceCode > span { - color: #003B4F; -} - -div.sourceCode, -div.sourceCode pre.sourceCode { - color: #003B4F; -} - -code span.ot { - color: #003B4F; - font-style: inherit; -} - -code span.at { - color: #657422; - font-style: inherit; -} - -code span.ss { - color: #20794D; - font-style: inherit; -} - -code span.an { - color: #5E5E5E; - font-style: inherit; -} - -code span.fu { - color: #4758AB; - font-style: inherit; -} - -code span.st { - color: #20794D; - font-style: inherit; -} - -code span.cf { - color: #003B4F; - font-style: inherit; -} - -code span.op { - color: #5E5E5E; - font-style: inherit; -} - -code span.er { - color: #AD0000; - font-style: inherit; -} - -code span.bn { - color: #AD0000; - font-style: inherit; -} - -code span.al { - color: #AD0000; - font-style: inherit; -} - -code span.va { - color: #111111; - font-style: inherit; -} - -code span.bu { - font-style: inherit; -} - -code span.ex { - font-style: inherit; -} - -code span.pp { - color: #AD0000; - font-style: inherit; -} - -code span.in { - color: #5E5E5E; - font-style: inherit; -} - -code span.vs { - color: #20794D; - font-style: inherit; -} - -code span.wa { - color: #5E5E5E; - font-style: italic; -} - -code span.do { - color: #5E5E5E; - font-style: italic; -} - -code span.im { - color: #00769E; - font-style: inherit; -} - -code span.ch { - color: #20794D; - font-style: inherit; -} - -code span.dt { - color: #AD0000; - font-style: inherit; -} - -code span.fl { - color: #AD0000; - font-style: inherit; -} - -code span.co { - color: #5E5E5E; - font-style: inherit; -} - -code span.cv { - color: #5E5E5E; - font-style: italic; -} - -code span.cn { - color: #8f5902; - font-style: inherit; -} - -code span.sc { - color: #5E5E5E; - font-style: inherit; -} - -code span.dv { - color: #AD0000; - font-style: inherit; -} - -code span.kw { - color: #003B4F; - font-style: inherit; -} - -.prevent-inlining { - content: " { - // Find any conflicting margin elements and add margins to the - // top to prevent overlap - const marginChildren = window.document.querySelectorAll( - ".column-margin.column-container > *, .margin-caption, .aside" - ); - - let lastBottom = 0; - for (const marginChild of marginChildren) { - if (marginChild.offsetParent !== null) { - // clear the top margin so we recompute it - marginChild.style.marginTop = null; - const top = marginChild.getBoundingClientRect().top + window.scrollY; - if (top < lastBottom) { - const marginChildStyle = window.getComputedStyle(marginChild); - const marginBottom = parseFloat(marginChildStyle["marginBottom"]); - const margin = lastBottom - top + marginBottom; - marginChild.style.marginTop = `${margin}px`; - } - const styles = window.getComputedStyle(marginChild); - const marginTop = parseFloat(styles["marginTop"]); - lastBottom = top + marginChild.getBoundingClientRect().height + marginTop; - } - } -}; - -window.document.addEventListener("DOMContentLoaded", function (_event) { - // Recompute the position of margin elements anytime the body size changes - if (window.ResizeObserver) { - const resizeObserver = new window.ResizeObserver( - throttle(() => { - layoutMarginEls(); - if ( - window.document.body.getBoundingClientRect().width < 990 && - isReaderMode() - ) { - quartoToggleReader(); - } - }, 50) - ); - resizeObserver.observe(window.document.body); - } - - const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]'); - const sidebarEl = window.document.getElementById("quarto-sidebar"); - const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left"); - const marginSidebarEl = window.document.getElementById( - "quarto-margin-sidebar" - ); - // function to determine whether the element has a previous sibling that is active - const prevSiblingIsActiveLink = (el) => { - const sibling = el.previousElementSibling; - if (sibling && sibling.tagName === "A") { - return sibling.classList.contains("active"); - } else { - return false; - } - }; - - // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior) - function fireSlideEnter(e) { - const event = window.document.createEvent("Event"); - event.initEvent("slideenter", true, true); - window.document.dispatchEvent(event); - } - const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]'); - tabs.forEach((tab) => { - tab.addEventListener("shown.bs.tab", fireSlideEnter); - }); - - // fire slideEnter for tabby tab activations (for htmlwidget resize behavior) - document.addEventListener("tabby", fireSlideEnter, false); - - // Track scrolling and mark TOC links as active - // get table of contents and sidebar (bail if we don't have at least one) - const tocLinks = tocEl - ? [...tocEl.querySelectorAll("a[data-scroll-target]")] - : []; - const makeActive = (link) => tocLinks[link].classList.add("active"); - const removeActive = (link) => tocLinks[link].classList.remove("active"); - const removeAllActive = () => - [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link)); - - // activate the anchor for a section associated with this TOC entry - tocLinks.forEach((link) => { - link.addEventListener("click", () => { - if (link.href.indexOf("#") !== -1) { - const anchor = link.href.split("#")[1]; - const heading = window.document.querySelector( - `[data-anchor-id=${anchor}]` - ); - if (heading) { - // Add the class - heading.classList.add("reveal-anchorjs-link"); - - // function to show the anchor - const handleMouseout = () => { - heading.classList.remove("reveal-anchorjs-link"); - heading.removeEventListener("mouseout", handleMouseout); - }; - - // add a function to clear the anchor when the user mouses out of it - heading.addEventListener("mouseout", handleMouseout); - } - } - }); - }); - - const sections = tocLinks.map((link) => { - const target = link.getAttribute("data-scroll-target"); - if (target.startsWith("#")) { - return window.document.getElementById(decodeURI(`${target.slice(1)}`)); - } else { - return window.document.querySelector(decodeURI(`${target}`)); - } - }); - - const sectionMargin = 200; - let currentActive = 0; - // track whether we've initialized state the first time - let init = false; - - const updateActiveLink = () => { - // The index from bottom to top (e.g. reversed list) - let sectionIndex = -1; - if ( - window.innerHeight + window.pageYOffset >= - window.document.body.offsetHeight - ) { - sectionIndex = 0; - } else { - sectionIndex = [...sections].reverse().findIndex((section) => { - if (section) { - return window.pageYOffset >= section.offsetTop - sectionMargin; - } else { - return false; - } - }); - } - if (sectionIndex > -1) { - const current = sections.length - sectionIndex - 1; - if (current !== currentActive) { - removeAllActive(); - currentActive = current; - makeActive(current); - if (init) { - window.dispatchEvent(sectionChanged); - } - init = true; - } - } - }; - - const inHiddenRegion = (top, bottom, hiddenRegions) => { - for (const region of hiddenRegions) { - if (top <= region.bottom && bottom >= region.top) { - return true; - } - } - return false; - }; - - const categorySelector = "header.quarto-title-block .quarto-category"; - const activateCategories = (href) => { - // Find any categories - // Surround them with a link pointing back to: - // #category=Authoring - try { - const categoryEls = window.document.querySelectorAll(categorySelector); - for (const categoryEl of categoryEls) { - const categoryText = categoryEl.textContent; - if (categoryText) { - const link = `${href}#category=${encodeURIComponent(categoryText)}`; - const linkEl = window.document.createElement("a"); - linkEl.setAttribute("href", link); - for (const child of categoryEl.childNodes) { - linkEl.append(child); - } - categoryEl.appendChild(linkEl); - } - } - } catch { - // Ignore errors - } - }; - function hasTitleCategories() { - return window.document.querySelector(categorySelector) !== null; - } - - function offsetRelativeUrl(url) { - const offset = getMeta("quarto:offset"); - return offset ? offset + url : url; - } - - function offsetAbsoluteUrl(url) { - const offset = getMeta("quarto:offset"); - const baseUrl = new URL(offset, window.location); - - const projRelativeUrl = url.replace(baseUrl, ""); - if (projRelativeUrl.startsWith("/")) { - return projRelativeUrl; - } else { - return "/" + projRelativeUrl; - } - } - - // read a meta tag value - function getMeta(metaName) { - const metas = window.document.getElementsByTagName("meta"); - for (let i = 0; i < metas.length; i++) { - if (metas[i].getAttribute("name") === metaName) { - return metas[i].getAttribute("content"); - } - } - return ""; - } - - async function findAndActivateCategories() { - const currentPagePath = offsetAbsoluteUrl(window.location.href); - const response = await fetch(offsetRelativeUrl("listings.json")); - if (response.status == 200) { - return response.json().then(function (listingPaths) { - const listingHrefs = []; - for (const listingPath of listingPaths) { - const pathWithoutLeadingSlash = listingPath.listing.substring(1); - for (const item of listingPath.items) { - if ( - item === currentPagePath || - item === currentPagePath + "index.html" - ) { - // Resolve this path against the offset to be sure - // we already are using the correct path to the listing - // (this adjusts the listing urls to be rooted against - // whatever root the page is actually running against) - const relative = offsetRelativeUrl(pathWithoutLeadingSlash); - const baseUrl = window.location; - const resolvedPath = new URL(relative, baseUrl); - listingHrefs.push(resolvedPath.pathname); - break; - } - } - } - - // Look up the tree for a nearby linting and use that if we find one - const nearestListing = findNearestParentListing( - offsetAbsoluteUrl(window.location.pathname), - listingHrefs - ); - if (nearestListing) { - activateCategories(nearestListing); - } else { - // See if the referrer is a listing page for this item - const referredRelativePath = offsetAbsoluteUrl(document.referrer); - const referrerListing = listingHrefs.find((listingHref) => { - const isListingReferrer = - listingHref === referredRelativePath || - listingHref === referredRelativePath + "index.html"; - return isListingReferrer; - }); - - if (referrerListing) { - // Try to use the referrer if possible - activateCategories(referrerListing); - } else if (listingHrefs.length > 0) { - // Otherwise, just fall back to the first listing - activateCategories(listingHrefs[0]); - } - } - }); - } - } - if (hasTitleCategories()) { - findAndActivateCategories(); - } - - const findNearestParentListing = (href, listingHrefs) => { - if (!href || !listingHrefs) { - return undefined; - } - // Look up the tree for a nearby linting and use that if we find one - const relativeParts = href.substring(1).split("/"); - while (relativeParts.length > 0) { - const path = relativeParts.join("/"); - for (const listingHref of listingHrefs) { - if (listingHref.startsWith(path)) { - return listingHref; - } - } - relativeParts.pop(); - } - - return undefined; - }; - - const manageSidebarVisiblity = (el, placeholderDescriptor) => { - let isVisible = true; - let elRect; - - return (hiddenRegions) => { - if (el === null) { - return; - } - - // Find the last element of the TOC - const lastChildEl = el.lastElementChild; - - if (lastChildEl) { - // Converts the sidebar to a menu - const convertToMenu = () => { - for (const child of el.children) { - child.style.opacity = 0; - child.style.overflow = "hidden"; - } - - nexttick(() => { - const toggleContainer = window.document.createElement("div"); - toggleContainer.style.width = "100%"; - toggleContainer.classList.add("zindex-over-content"); - toggleContainer.classList.add("quarto-sidebar-toggle"); - toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom - toggleContainer.id = placeholderDescriptor.id; - toggleContainer.style.position = "fixed"; - - const toggleIcon = window.document.createElement("i"); - toggleIcon.classList.add("quarto-sidebar-toggle-icon"); - toggleIcon.classList.add("bi"); - toggleIcon.classList.add("bi-caret-down-fill"); - - const toggleTitle = window.document.createElement("div"); - const titleEl = window.document.body.querySelector( - placeholderDescriptor.titleSelector - ); - if (titleEl) { - toggleTitle.append( - titleEl.textContent || titleEl.innerText, - toggleIcon - ); - } - toggleTitle.classList.add("zindex-over-content"); - toggleTitle.classList.add("quarto-sidebar-toggle-title"); - toggleContainer.append(toggleTitle); - - const toggleContents = window.document.createElement("div"); - toggleContents.classList = el.classList; - toggleContents.classList.add("zindex-over-content"); - toggleContents.classList.add("quarto-sidebar-toggle-contents"); - for (const child of el.children) { - if (child.id === "toc-title") { - continue; - } - - const clone = child.cloneNode(true); - clone.style.opacity = 1; - clone.style.display = null; - toggleContents.append(clone); - } - toggleContents.style.height = "0px"; - const positionToggle = () => { - // position the element (top left of parent, same width as parent) - if (!elRect) { - elRect = el.getBoundingClientRect(); - } - toggleContainer.style.left = `${elRect.left}px`; - toggleContainer.style.top = `${elRect.top}px`; - toggleContainer.style.width = `${elRect.width}px`; - }; - positionToggle(); - - toggleContainer.append(toggleContents); - el.parentElement.prepend(toggleContainer); - - // Process clicks - let tocShowing = false; - // Allow the caller to control whether this is dismissed - // when it is clicked (e.g. sidebar navigation supports - // opening and closing the nav tree, so don't dismiss on click) - const clickEl = placeholderDescriptor.dismissOnClick - ? toggleContainer - : toggleTitle; - - const closeToggle = () => { - if (tocShowing) { - toggleContainer.classList.remove("expanded"); - toggleContents.style.height = "0px"; - tocShowing = false; - } - }; - - // Get rid of any expanded toggle if the user scrolls - window.document.addEventListener( - "scroll", - throttle(() => { - closeToggle(); - }, 50) - ); - - // Handle positioning of the toggle - window.addEventListener( - "resize", - throttle(() => { - elRect = undefined; - positionToggle(); - }, 50) - ); - - window.addEventListener("quarto-hrChanged", () => { - elRect = undefined; - }); - - // Process the click - clickEl.onclick = () => { - if (!tocShowing) { - toggleContainer.classList.add("expanded"); - toggleContents.style.height = null; - tocShowing = true; - } else { - closeToggle(); - } - }; - }); - }; - - // Converts a sidebar from a menu back to a sidebar - const convertToSidebar = () => { - for (const child of el.children) { - child.style.opacity = 1; - child.style.overflow = null; - } - - const placeholderEl = window.document.getElementById( - placeholderDescriptor.id - ); - if (placeholderEl) { - placeholderEl.remove(); - } - - el.classList.remove("rollup"); - }; - - if (isReaderMode()) { - convertToMenu(); - isVisible = false; - } else { - // Find the top and bottom o the element that is being managed - const elTop = el.offsetTop; - const elBottom = - elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; - - if (!isVisible) { - // If the element is current not visible reveal if there are - // no conflicts with overlay regions - if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToSidebar(); - isVisible = true; - } - } else { - // If the element is visible, hide it if it conflicts with overlay regions - // and insert a placeholder toggle (or if we're in reader mode) - if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToMenu(); - isVisible = false; - } - } - } - } - }; - }; - - const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); - for (const tabEl of tabEls) { - const id = tabEl.getAttribute("data-bs-target"); - if (id) { - const columnEl = document.querySelector( - `${id} .column-margin, .tabset-margin-content` - ); - if (columnEl) - tabEl.addEventListener("shown.bs.tab", function (event) { - const el = event.srcElement; - if (el) { - const visibleCls = `${el.id}-margin-content`; - // walk up until we find a parent tabset - let panelTabsetEl = el.parentElement; - while (panelTabsetEl) { - if (panelTabsetEl.classList.contains("panel-tabset")) { - break; - } - panelTabsetEl = panelTabsetEl.parentElement; - } - - if (panelTabsetEl) { - const prevSib = panelTabsetEl.previousElementSibling; - if ( - prevSib && - prevSib.classList.contains("tabset-margin-container") - ) { - const childNodes = prevSib.querySelectorAll( - ".tabset-margin-content" - ); - for (const childEl of childNodes) { - if (childEl.classList.contains(visibleCls)) { - childEl.classList.remove("collapse"); - } else { - childEl.classList.add("collapse"); - } - } - } - } - } - - layoutMarginEls(); - }); - } - } - - // Manage the visibility of the toc and the sidebar - const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { - id: "quarto-toc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { - id: "quarto-sidebarnav-toggle", - titleSelector: ".title", - dismissOnClick: false, - }); - let tocLeftScrollVisibility; - if (leftTocEl) { - tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { - id: "quarto-lefttoc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - } - - // Find the first element that uses formatting in special columns - const conflictingEls = window.document.body.querySelectorAll( - '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' - ); - - // Filter all the possibly conflicting elements into ones - // the do conflict on the left or ride side - const arrConflictingEls = Array.from(conflictingEls); - const leftSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return false; - } - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - className.startsWith("column-") && - !className.endsWith("right") && - !className.endsWith("container") && - className !== "column-margin" - ); - }); - }); - const rightSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return true; - } - - const hasMarginCaption = Array.from(el.classList).find((className) => { - return className == "margin-caption"; - }); - if (hasMarginCaption) { - return true; - } - - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - !className.endsWith("container") && - className.startsWith("column-") && - !className.endsWith("left") - ); - }); - }); - - const kOverlapPaddingSize = 10; - function toRegions(els) { - return els.map((el) => { - const boundRect = el.getBoundingClientRect(); - const top = - boundRect.top + - document.documentElement.scrollTop - - kOverlapPaddingSize; - return { - top, - bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize, - }; - }); - } - - let hasObserved = false; - const visibleItemObserver = (els) => { - let visibleElements = [...els]; - const intersectionObserver = new IntersectionObserver( - (entries, _observer) => { - entries.forEach((entry) => { - if (entry.isIntersecting) { - if (visibleElements.indexOf(entry.target) === -1) { - visibleElements.push(entry.target); - } - } else { - visibleElements = visibleElements.filter((visibleEntry) => { - return visibleEntry !== entry; - }); - } - }); - - if (!hasObserved) { - hideOverlappedSidebars(); - } - hasObserved = true; - }, - {} - ); - els.forEach((el) => { - intersectionObserver.observe(el); - }); - - return { - getVisibleEntries: () => { - return visibleElements; - }, - }; - }; - - const rightElementObserver = visibleItemObserver(rightSideConflictEls); - const leftElementObserver = visibleItemObserver(leftSideConflictEls); - - const hideOverlappedSidebars = () => { - marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); - sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); - if (tocLeftScrollVisibility) { - tocLeftScrollVisibility( - toRegions(leftElementObserver.getVisibleEntries()) - ); - } - }; - - window.quartoToggleReader = () => { - // Applies a slow class (or removes it) - // to update the transition speed - const slowTransition = (slow) => { - const manageTransition = (id, slow) => { - const el = document.getElementById(id); - if (el) { - if (slow) { - el.classList.add("slow"); - } else { - el.classList.remove("slow"); - } - } - }; - - manageTransition("TOC", slow); - manageTransition("quarto-sidebar", slow); - }; - const readerMode = !isReaderMode(); - setReaderModeValue(readerMode); - - // If we're entering reader mode, slow the transition - if (readerMode) { - slowTransition(readerMode); - } - highlightReaderToggle(readerMode); - hideOverlappedSidebars(); - - // If we're exiting reader mode, restore the non-slow transition - if (!readerMode) { - slowTransition(!readerMode); - } - }; - - const highlightReaderToggle = (readerMode) => { - const els = document.querySelectorAll(".quarto-reader-toggle"); - if (els) { - els.forEach((el) => { - if (readerMode) { - el.classList.add("reader"); - } else { - el.classList.remove("reader"); - } - }); - } - }; - - const setReaderModeValue = (val) => { - if (window.location.protocol !== "file:") { - window.localStorage.setItem("quarto-reader-mode", val); - } else { - localReaderMode = val; - } - }; - - const isReaderMode = () => { - if (window.location.protocol !== "file:") { - return window.localStorage.getItem("quarto-reader-mode") === "true"; - } else { - return localReaderMode; - } - }; - let localReaderMode = null; - - const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); - const tocOpenDepth = tocOpenDepthStr ? 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b/indicator_processing/PlotAllIndicators_old.R deleted file mode 100644 index 2361b56..0000000 --- a/indicator_processing/PlotAllIndicators_old.R +++ /dev/null @@ -1,433 +0,0 @@ -# Script to plot all indicators from indicator_objects. Saves all plots as png files in the indicator_plots folder. - -# last updated 7/9/24 by Carissa Gervasi - - -rm(list = ls()) -dev.off() - -library(plotTimeSeries) - -######################################################## -# Define a function to plot and save the plot with optimal resolution -plot_and_save <- function(data_path, plot_params, save_path, width_inch = 5, height_inch = 6, dpi = 300) { - tryCatch({ - - # Load the data - load(data_path) - - # Open a PNG device with specified dimensions and resolution - png(filename = save_path, width = width_inch * dpi, height = height_inch * dpi, res = dpi) - - # Plot the data with the specified parameters - plotIndicatorTimeSeries(ind, - coltoplot = plot_params$coltoplot, - plotrownum = plot_params$plotrownum, - plotcolnum = plot_params$plotcolnum, - trendAnalysis = plot_params$trendAnalysis, - dateformat = plot_params$dateformat, - sublabel = plot_params$sublabel, - widadj = plot_params$widadj, - hgtadj = plot_params$hgtadj, - anom = plot_params$anom, - yposadj = plot_params$yposadj, - cex.lab = plot_params$cex.lab) - - # Close the PNG device - dev.off() - }, error = function(e) { - message <- paste("Error with dataset:", data_path, "\n", e) - writeLines(message, con = "error_log.txt") - cat(message, "\n") - }) -} - - -# Define the datasets and their specific plot parameters -datasets <- list( - # 1. Degree heating weeks - list(data_path = "indicator_objects/DegreeHeatingWeeks.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%Y%m", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/DegreeHeatingWeeks_plot.png"), - - # 2. Ocean acidification via aragonite saturation state - list(data_path = "indicator_objects/OA.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "stmon", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/OA_plot.png"), - - # 3. Hurricane activity - list(data_path = "indicator_objects/ACEindex.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/ACEindex_plot.png"), - - # 4. Turbidity - list(data_path = "indicator_objects/turbidity.RData", - plot_params = list(coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.3, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/turbidity_plot.png"), - - # 5. Sea surface temperature - list(data_path = "indicator_objects/Carib_SST.RData", - plot_params = list(coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = TRUE, widadj = 0.5, hgtadj = 0.3, anom = "stmon", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/Carib_SST_plot.png"), - - # 6. Marine debris - list(data_path = "indicator_objects/marine_debris.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = FALSE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/marine_debris_plot.png"), - - # 7. Identified point source pollution sites - list(data_path = "indicator_objects/pollution.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/pollution_plot.png"), - - # 8. Primary productivity via ocean color - list(data_path = "indicator_objects/carib_Chl.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "stmon", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/carib_Chl_plot.png"), - - # 10. Number of major earthquakes - list(data_path = "indicator_objects/earthquakes.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/earthquakes_plot.png"), - - # 11. Fishery/market disturbance indicator - list(data_path = "indicator_objects/disturbance.RData", - plot_params = list(coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.lab = 1.5), - save_path = "indicator_plots/disturbance_plot.png"), - - # 12. Sargassum inundation - list(data_path = "indicator_objects/Sargassum.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1.2, hgtadj = 0.9, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/Sargassum_plot.png"), - - # 13. Tourism via hotel occupancy - list(data_path = "indicator_objects/hotel_occupancy.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%Y%b", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/hotel_occupancy_plot.png"), - - # 14. cruise passengers - list(data_path = "indicator_objects/cruise.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.7, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/cruise_plot.png"), - - # 15. Population change - list(data_path = "indicator_objects/population.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/population_plot.png"), - - # 16. Fishery independent surveys of economically important species - list(data_path = "indicator_objects/RVC_PR.RData", - plot_params = list(coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/RVC_PR_plot.png"), - list(data_path = "indicator_objects/RVC_STSJ.RData", - plot_params = list(coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/RVC_STSJ_plot.png"), - list(data_path = "indicator_objects/RVC_STX.RData", - plot_params = list(coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/RVC_STX_plot.png"), - - # 17. Fish density / slope of size spectrum - list(data_path = "indicator_objects/fish_density.RData", - plot_params = list(coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/fish_density_plot.png"), - - # 18. Pelagic:demersal ratio - list(data_path = "indicator_objects/PD_ratio.RData", - plot_params = list(coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.3, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/PD_ratio_plot.png"), - - # 19. Maximum length and size structure - list(data_path = "indicator_objects/PR_Lmax_classes.RData", - plot_params = list(coltoplot = 1:5, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.3, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/PR_Lmax_classes_plot.png"), - list(data_path = "indicator_objects/STT_Lmax_classes.RData", - plot_params = list(coltoplot = 1:5, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.3, anom = "none", yposadj = 1.2, cex.lab = 1.5), - save_path = "indicator_plots/STT_Lmax_classes_plot.png"), - - # 20. Total landings - list(data_path = "indicator_objects/total_landings.RData", - plot_params = list(coltoplot = 1:9, plotrownum = 3, plotcolnum = 3, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1.3, hgtadj = 0.3, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/total_landings_plot.png"), - - # 23. Ocean economy employment and wages - list(data_path = "indicator_objects/oceanNAICS.RData", - plot_params = list(coltoplot = 1:8, plotrownum = 4, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/oceanNAICS_plot.png"), - - # 24. GDP - list(data_path = "indicator_objects/GDP.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/GDP_plot.png"), - - # 25. Unemployment rate - list(data_path = "indicator_objects/unemployment.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%Y%b", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/unemployment_plot.png"), - - # 26. Economic inequality via gini index - list(data_path = "indicator_objects/gini.RData", - plot_params = list(coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1.3, hgtadj = 0.5, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/gini_plot.png"), - - # 28. Total recreational catch - list(data_path = "indicator_objects/total_rec_catch.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/total_rec_catch_plot.png"), - - # 29. tier 3 - list(data_path = "indicator_objects/tier3.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/tier3_plot.png"), - - # 30. outreach - list(data_path = "indicator_objects/outreach.RData", - plot_params = list(coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/outreach_plot.png"), - - # 31. coral - list(data_path = "indicator_objects/coral_spprichness_cover.RData", - plot_params = list(coltoplot = 1:4, plotrownum = 2, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1, cex.lab = 1.5), - save_path = "indicator_plots/coral_spprichness_cover_plot.png") -) - - -# Loop through each dataset and create plots -for (dataset in datasets) { - tryCatch({ - plot_and_save(dataset$data_path, dataset$plot_params, dataset$save_path) - }, error = function(e) { - error_datasets <- c(error_datasets, dataset$data_path) - }) -} - - - - -######################################################## -#### Plot single indicators in wide format - -# Define a function to plot and save the plot with optimal resolution -plot_and_save <- function(data_path, plot_params, save_path, width_inch = 10, height_inch = 4, dpi = 300) { - tryCatch({ - - # Load the data - load(data_path) - - # Open a PNG device with specified dimensions and resolution - png(filename = save_path, width = width_inch * dpi, height = height_inch * dpi, res = dpi) - - # Plot the data with the specified parameters - plotIndicatorTimeSeries(ind, - coltoplot = plot_params$coltoplot, - plotrownum = plot_params$plotrownum, - plotcolnum = plot_params$plotcolnum, - trendAnalysis = plot_params$trendAnalysis, - dateformat = plot_params$dateformat, - sublabel = plot_params$sublabel, - widadj = plot_params$widadj, - hgtadj = plot_params$hgtadj, - anom = plot_params$anom, - yposadj = plot_params$yposadj, - cex.lab = plot_params$cex.lab) - - # Close the PNG device - dev.off() - }, error = function(e) { - message <- paste("Error with dataset:", data_path, "\n", e) - writeLines(message, con = "error_log.txt") - cat(message, "\n") - }) -} - - -# Define the datasets and their specific plot parameters -datasets <- list( - # 2. Ocean acidification via aragonite saturation state - list(data_path = "indicator_objects/OA.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "stmon", yposadj = 1, cex.lab = 1), - save_path = "indicator_plots/OA_plot_wide.png"), - - # 3. Hurricane activity - list(data_path = "indicator_objects/ACEindex.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1), - save_path = "indicator_plots/ACEindex_plot_wide.png"), - - # 6. Marine debris - list(data_path = "indicator_objects/marine_debris.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = FALSE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1), - save_path = "indicator_plots/marine_debris_plot_wide.png"), - - # 8. Primary productivity via ocean color - list(data_path = "indicator_objects/carib_Chl.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "stmon", yposadj = 1, cex.lab = 1), - save_path = "indicator_plots/carib_Chl_plot_wide.png"), - - # 10. Number of major earthquakes - list(data_path = "indicator_objects/earthquakes.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1), - save_path = "indicator_plots/earthquakes_plot_wide.png"), - - # 12. Sargassum inundation - list(data_path = "indicator_objects/Sargassum.RData", - plot_params = list(coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1.2, hgtadj = 0.9, anom = "none", yposadj = 1, cex.lab = 1), - save_path = "indicator_plots/Sargassum_plot_wide.png") -) - - -# Loop through each dataset and create plots -for (dataset in datasets) { - tryCatch({ - plot_and_save(dataset$data_path, dataset$plot_params, dataset$save_path) - }, error = function(e) { - error_datasets <- c(error_datasets, dataset$data_path) - }) -} - - - - - -################################################################################ -#### Just LMax - -# Define a function to plot and save the plot with optimal resolution -plot_and_save <- function(data_path, plot_params, save_path, width_inch = 6, height_inch = 8, dpi = 300) { - tryCatch({ - - # Load the data - load(data_path) - - # Open a PNG device with specified dimensions and resolution - png(filename = save_path, width = width_inch * dpi, height = height_inch * dpi, res = dpi) - - # Plot the data with the specified parameters - plotIndicatorTimeSeries(ind, - coltoplot = plot_params$coltoplot, - plotrownum = plot_params$plotrownum, - plotcolnum = plot_params$plotcolnum, - trendAnalysis = plot_params$trendAnalysis, - dateformat = plot_params$dateformat, - sublabel = plot_params$sublabel, - widadj = plot_params$widadj, - hgtadj = plot_params$hgtadj, - anom = plot_params$anom, - yposadj = plot_params$yposadj) - - # Close the PNG device - dev.off() - }, error = function(e) { - message <- paste("Error with dataset:", data_path, "\n", e) - writeLines(message, con = "error_log.txt") - cat(message, "\n") - }) -} - - -# Define the datasets and their specific plot parameters -datasets <- list( - # 19. Maximum length and size structure - list(data_path = "indicator_objects/PR_Lmax_classes.RData", - plot_params = list(coltoplot = 1:5, plotrownum = 5, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.3, anom = "none", yposadj = 1), - save_path = "indicator_plots/PR_Lmax_classes_plot_wide.png"), - list(data_path = "indicator_objects/STT_Lmax_classes.RData", - plot_params = list(coltoplot = 1:5, plotrownum = 5, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.3, anom = "none", yposadj = 1.2), - save_path = "indicator_plots/STT_Lmax_classes_plot_wide.png") -) - - -# Loop through each dataset and create plots -for (dataset in datasets) { - tryCatch({ - plot_and_save(dataset$data_path, dataset$plot_params, dataset$save_path) - }, error = function(e) { - error_datasets <- c(error_datasets, dataset$data_path) - }) -} - - - - - - - -##################################################################################### - -# some extra plot configurations - -png(filename = "indicator_plots/avgLmax_plot_TAP.png", width = 5, height = 6, units = "in", res = 300) -load("indicator_objects/avgLmax.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.7, anom = "none", yposadj = 1, sameYscale = TRUE, cex.axis = 1.3, cex.lab = 1.6, cex.main = 1.6) -dev.off() - - -png(filename = "indicator_plots/cruise_plot_TAP.png", width = 7, height = 5, units = "in", res = 300) -load("indicator_objects/cruise.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.6, anom = "none", yposadj = 1.2, sameYscale = TRUE, cex.axis = 1.3, cex.lab = 1.5, cex.main = 1.6) -dev.off() - -png(filename = "indicator_plots/Carib_SST_plot_TAP.png", width = 6, height = 8, units = "in", res = 300) -load("indicator_objects/Carib_SST.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%m-%Y", sublabel = TRUE, widadj = 0.5, hgtadj = 0.3, anom = "stmon", yposadj = 1, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6) -dev.off() - - -png(filename = "indicator_plots/disturbance_plot_TAP.png", width = 6, height = 8, units = "in", res = 300) -load("indicator_objects/disturbance.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.7, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6) -dev.off() - - - -png(filename = "indicator_plots/fish_density_plot_TAP.png", width = 7, height = 8, units = "in", res = 300) -load("indicator_objects/fish_density.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.7, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6) -dev.off() - - - -png(filename = "indicator_plots/gini_plot_TAP.png", width = 7, height = 8, units = "in", res = 300) -load("indicator_objects/gini.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:3, plotrownum = 3, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1.2, cex.axis = 1.2, cex.lab = 1.5, cex.main = 1.6, sameYscale = TRUE) -dev.off() - - -png(filename = "indicator_plots/tier3_plot_TAP.png", width = 8, height = 7, units = "in", res = 300) -load("indicator_objects/tier3.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:2, plotrownum = 2, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1.2, sameYscale = F, cex.axis = 1.3, cex.lab = 1.5, cex.main = 1.5) -dev.off() - - -png(filename = "indicator_plots/total_landings_plot_TAP.png", width = 9, height = 8, units = "in", res = 300) -load("indicator_objects/total_landings.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:9, plotrownum = 3, plotcolnum = 3, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 0.9, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() - - - -png(filename = "indicator_plots/RVC_PR_plot_TAP.png", width = 7, height = 6, units = "in", res = 300) -load("indicator_objects/RVC_PR.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() - -png(filename = "indicator_plots/RVC_STSJ_plot_TAP.png", width = 7, height = 6, units = "in", res = 300) -load("indicator_objects/RVC_STSJ.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.4, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() - -png(filename = "indicator_plots/RVC_STX_plot_TAP.png", width = 7, height = 6, units = "in", res = 300) -load("indicator_objects/RVC_STX.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:6, plotrownum = 3, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.5, anom = "none", yposadj = 1, cex.axis = 1.2, cex.lab = 1.4, cex.main = 1.3) -dev.off() - - -png(filename = "indicator_plots/FRsection_plot_TAP.png", width = 10, height = 4, units = "in", res = 300) -load("indicator_objects/FRsection.RData") -plotIndicatorTimeSeries(ind,coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = F, widadj = 1, hgtadj = 1, anom = "none", yposadj = 1, cex.lab = 1, type = "allLines") -dev.off() - - - -png(filename = "indicator_plots/oceanNAICS_plot_TAP.png", width = 6, height = 7, units = "in", res = 300) -load("indicator_objects/oceanNAICS.RData") -plotIndicatorTimeSeries(ind, coltoplot = 1:8, plotrownum = 4, plotcolnum = 2, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 5, hgtadj = 1, anom = "none", yposadj = 1.2, cex.axis = 1, cex.lab = 1.1, cex.main = 1.3) -dev.off() \ No newline at end of file diff --git a/indicator_processing/non_automated/RVC.R b/indicator_processing/non_automated/RVC.R index a153da0..bf439f7 100644 --- a/indicator_processing/non_automated/RVC.R +++ b/indicator_processing/non_automated/RVC.R @@ -22,7 +22,7 @@ # NOTE: as of 3/1/2024 calibrations have not been completed for all species. This means the data on the portal only go back to 2016. To get the full time series (2001 onward) we needed to get the calibrated data from Jeremiah Blondeau (jeremiah.blondeau@noaa.gov). Species specific calibrations were done. The calibrated_species.csv file is a list of all the species that have thus far been calibrated. All species of interest have been calibrated except for mutton snapper. For mutton snapper we can only use data from 2017 onward. #This is the list of calibrated species as of 2024. -calibrated = read.csv("indicator_data/RVC/calibrated_species.csv") +calibrated = read.csv("indicator_data/intermediateFiles/RVC/calibrated_species.csv") @@ -46,9 +46,9 @@ regions <- c("prico", "sttstj", "stx") # Run this code if you need to pull more data from the server ########## -data_2001_2021_paths <- c("indicator_data/RVC/prico_2001_2021_calibrated.rds", - "indicator_data/RVC/sttstj_2001_2021_calibrated.rds", - "indicator_data/RVC/stx_2001_2021_calibrated.rds") +data_2001_2021_paths <- c("indicator_data/intermediateFiles/RVC/prico_2001_2021_calibrated.rds", + "indicator_data/intermediateFiles/RVC/sttstj_2001_2021_calibrated.rds", + "indicator_data/intermediateFiles/RVC/stx_2001_2021_calibrated.rds") # Function to combine data for a given region combine_data <- function(region, data_2001_2021_path) { @@ -90,15 +90,15 @@ for (i in seq_along(regions)) { combined_data <- combine_data(region, data_2001_2021_path) # Save the combined dataset - saveRDS(combined_data, paste0("indicator_data/RVC/combined_", region, "_2001_2023.rds")) + saveRDS(combined_data, paste0("indicator_data/intermediateFiles/RVC/combined_", region, "_2001_2023.rds")) } ######### # Start here if you don't need to pull new data from the server -prico = readRDS("indicator_data/RVC/combined_prico_2001_2023.rds") -sttstj = readRDS("indicator_data/RVC/combined_sttstj_2001_2023.rds") -stx = readRDS("indicator_data/RVC/combined_stx_2001_2023.rds") +prico = readRDS("indicator_data/intermediateFiles/RVC/combined_prico_2001_2023.rds") +sttstj = readRDS("indicator_data/intermediateFiles/RVC/combined_sttstj_2001_2023.rds") +stx = readRDS("indicator_data/intermediateFiles/RVC/combined_stx_2001_2023.rds") ## Make a list of species ## You can use full scientific names, common names, or @@ -147,12 +147,12 @@ for(j in regions) { # save ----------------------------------------- - save(s, file = paste("indicator_data/RVC/RUVdensity_", j, "_", i, ".RData", sep = "")) + save(s, file = paste("indicator_data/intermediateFiles/RVC/RUVdensity_", j, "_", i, ".RData", sep = "")) } } # Set the directory path where the .RData files are located -folder_path <- "indicator_data/RVC" +folder_path <- "indicator_data/intermediateFiles/RVC" # List all the files in the directory files <- list.files(path = folder_path, pattern = "\\.RData$", full.names = TRUE) diff --git a/indicator_processing/non_automated/enforcement.R b/indicator_processing/non_automated/enforcement.R index ef31346..9a79f7a 100644 --- a/indicator_processing/non_automated/enforcement.R +++ b/indicator_processing/non_automated/enforcement.R @@ -2,7 +2,7 @@ library(plotTimeSeries) -dat2 = conv2indicatordata("indicator_data/NEIS law enforcement incidents.csv", default = T) +dat2 = conv2indicatordata("indicator_data/inputsToBeUpdatedAnnually/NEIS law enforcement incidents.csv", default = T) dat2 diff --git a/indicator_processing/non_automated/oceanNAICS.R b/indicator_processing/non_automated/oceanNAICS.R index 90ed67f..c7cfd82 100644 --- a/indicator_processing/non_automated/oceanNAICS.R +++ b/indicator_processing/non_automated/oceanNAICS.R @@ -74,60 +74,60 @@ save(ind, file = "indicator_objects/oceanNAICS.RData") #### ************ As of 7/5/24, can't get the API for this working. For now, will just plot the data downloaded from the data portal. At the end of this script is some code to work with the API but it isn't yet working. - -rm(list = ls()) -dev.off() - - -library(plotTimeSeries) - - -dat = read.csv("indicator_data/OceanNAICS.csv") -head(dat) - -yrs = as.integer(dat$Indicator[-c(1,2)]) - -styear = min(yrs) -enyear = max(yrs) - -GDP.PR = as.numeric(dat$Gross.domestic.product[-c(1,2)]) -est.PR = as.numeric(dat$Ocean.economy.establishments[-c(1,2)]) -emp.PR = as.numeric(dat$Ocean.economy.employees[-c(1,2)]) -wag.PR = as.numeric(dat$Ocean.economy.wages[-c(1,2)]) - -GDP.USVI = as.numeric(dat$Gross.domestic.product.1[-c(1,2)]) -est.USVI = as.numeric(dat$Ocean.economy.establishments.1[-c(1,2)]) -emp.USVI = as.numeric(dat$Ocean.economy.employees.1[-c(1,2)]) -wag.USVI = as.numeric(dat$Ocean.economy.wages.1[-c(1,2)]) - - - -# save as indicator object ---------------------- -datdata <- styear:enyear -inddata <- data.frame(cbind(GDP.PR,GDP.USVI,est.PR,est.USVI,emp.PR,emp.USVI,wag.PR,wag.USVI)) -labs <- c("Gross domestic product" , "Billions of dollars", "Puerto Rico", - "Gross domestic product" , "Billions of dollars", "USVI", - "Ocean economy establishments" , "Number of places of work", "Puerto Rico", - "Ocean economy establishments" , "Number of places of work", "USVI", - "Ocean economy employees" , "People (thousands)" , "Puerto Rico", - "Ocean economy employees" , "People (thousands)" , "USVI", - "Ocean economy wages" , "Billions of dollars", "Puerto Rico", - "Ocean economy wages" , "Billions of dollars", "USVI") -indnames <- data.frame(matrix(labs, nrow = 3, byrow = F)) -inddata <- list(labels = indnames, indicators = inddata, datelist = datdata) -class(inddata) <- "indicatordata" - -# plot and save ---------------------------------- -ind <- inddata -plotIndicatorTimeSeries(ind, plotrownum = 4, coltoplot = 1:8, sublabel = TRUE, trendAnalysis = T) - -save(ind, file = "indicator_objects/oceanNAICS.RData") - - - - - - +# +# rm(list = ls()) +# dev.off() +# +# +# library(plotTimeSeries) +# +# +# dat = read.csv("indicator_data/OceanNAICS.csv") +# head(dat) +# +# yrs = as.integer(dat$Indicator[-c(1,2)]) +# +# styear = min(yrs) +# enyear = max(yrs) +# +# GDP.PR = as.numeric(dat$Gross.domestic.product[-c(1,2)]) +# est.PR = as.numeric(dat$Ocean.economy.establishments[-c(1,2)]) +# emp.PR = as.numeric(dat$Ocean.economy.employees[-c(1,2)]) +# wag.PR = as.numeric(dat$Ocean.economy.wages[-c(1,2)]) +# +# GDP.USVI = as.numeric(dat$Gross.domestic.product.1[-c(1,2)]) +# est.USVI = as.numeric(dat$Ocean.economy.establishments.1[-c(1,2)]) +# emp.USVI = as.numeric(dat$Ocean.economy.employees.1[-c(1,2)]) +# wag.USVI = as.numeric(dat$Ocean.economy.wages.1[-c(1,2)]) +# +# +# +# # save as indicator object ---------------------- +# datdata <- styear:enyear +# inddata <- data.frame(cbind(GDP.PR,GDP.USVI,est.PR,est.USVI,emp.PR,emp.USVI,wag.PR,wag.USVI)) +# labs <- c("Gross domestic product" , "Billions of dollars", "Puerto Rico", +# "Gross domestic product" , "Billions of dollars", "USVI", +# "Ocean economy establishments" , "Number of places of work", "Puerto Rico", +# "Ocean economy establishments" , "Number of places of work", "USVI", +# "Ocean economy employees" , "People (thousands)" , "Puerto Rico", +# "Ocean economy employees" , "People (thousands)" , "USVI", +# "Ocean economy wages" , "Billions of dollars", "Puerto Rico", +# "Ocean economy wages" , "Billions of dollars", "USVI") +# indnames <- data.frame(matrix(labs, nrow = 3, byrow = F)) +# inddata <- list(labels = indnames, indicators = inddata, datelist = datdata) +# class(inddata) <- "indicatordata" +# +# # plot and save ---------------------------------- +# ind <- inddata +# plotIndicatorTimeSeries(ind, plotrownum = 4, coltoplot = 1:8, sublabel = TRUE, trendAnalysis = T) +# +# save(ind, file = "indicator_objects/oceanNAICS.RData") +# +# +# +# +# +# @@ -144,164 +144,164 @@ save(ind, file = "indicator_objects/oceanNAICS.RData") # Last updated 6/27/2024 by Carissa Gervasi # WORK IN PROGRESS - -rm(list = ls()) -dev.off() - -library(pdftools) -library(dplyr) -library(stringr) - - -## Scrape this list of codes from the pdf - -# Specify the URL of the PDF -url <- "https://coast.noaa.gov/data/digitalcoast/pdf/enow-faq.pdf" - -# Specify the destination file path -destfile <- "indicator_data/Ocean_NAICS_codes.pdf" - -# Download the PDF -download.file(url, destfile, mode = "wb") - -# Check if the file has been downloaded -file.exists(destfile) - -# Load the PDF -pdf_file <- "indicator_data/Ocean_NAICS_codes.pdf" - -# Extract text from the PDF -pdf_text <- pdf_text(pdf_file) - -# Extract text from pages 7 and 8 -page7_text <- pdf_text[7] -page8_text <- pdf_text[8] - -# Combine text from both pages -combined_text <- paste(page7_text, page8_text, sep = "\n") - -# Find all 6-digit integers in the text -naics_codes <- str_extract_all(combined_text, "\\b[0-9]{6}\\b") %>% unlist() - -# Remove duplicates (if any) -naics_codes <- unique(naics_codes) - -# Create a data frame -naics_df <- data.frame( - NAICS = naics_codes, - stringsAsFactors = FALSE -) - -# Display the data frame -print(naics_df) - - -## Access the API - -library(devtools) -install_github('mikeasilva/blsAPI') -library(blsAPI) -library(jsonlite) - -# Define your API key (submitted a request for a key here: https://www.bls.gov/developers/home.htm ) -api_key <- "2d3bac2b5c42484ea04f085596a17760" - -# Define the industry and area code -industry <- "237990" # NAICS code for Other Heavy and Civil Engineering Construction -area <- "72000" # Area code for Puerto Rico -ownership_code <- "5" # Ownership code for Private -type <- "1" #this is correct -size <- "0" - -# Function to construct the series ID -construct_series_id <- function(industry, area, ownership, type, size) { - paste0("ENU", area, type, size, ownership, industry) -} - -# Prepare the series ID -series_id <- construct_series_id(industry, area, ownership_code, type, size) - -#series_id <- "ENU04013105111150" - -# Print the series ID for verification -print(paste("Requesting data for series ID:", series_id)) - -# Create the API request body -request_body <- list( - 'seriesid' = list(series_id), - 'startyear' = "2023", - 'endyear' = "2023", - 'registrationKey' = api_key -) - -# Make the API call -response <- blsAPI(request_body, api_version = 2) - -# Parse the response -data <- fromJSON(response) - -# Check for errors in the response -if (!is.null(data$Results$error)) { - print("Error in API response:") - print(data$Results$error) -} else if (is.null(data$Results$series[[1]]$data)) { - print("No data available for the specified series ID and year.") -} else { - # Extract the relevant data - qcew_data <- data$Results$series - # Print the data - print(qcew_data) -} - - - - - - -response <- blsAPI('ENU72000105237990') -json <- fromJSON(response) - -data_list <- json$Results$series[[1]]$data[-1] -cpi <- data.frame(matrix(unlist(data_list), ncol = 4, byrow = TRUE, - dimnames = list(NULL, c("year", "period", - "periodName", "value"))), - stringsAsFactors = FALSE) -cpi - - - -response <- blsAPI('CIU1010000000000A') -json <- fromJSON(response) - -data_list <- json$Results$series[[1]]$data[-1] -cpi <- data.frame(matrix(unlist(data_list), ncol = 4, byrow = TRUE, - dimnames = list(NULL, c("year", "period", - "periodName", "value"))), - stringsAsFactors = FALSE) -cpi - - - - - - -## Pull the data via the API -payload <- list( - 'seriesid' = c('ENU72000105237990'), - 'startyear' = 2021, - 'endyear' = 2023) -response <- blsAPI(payload, 2) -json <- fromJSON(response) - -## Process results -apiDF <- function(data) { - df <- data.frame(matrix(unlist(data), nrow = length(data), byrow = TRUE)) - colnames(df) <- c("year", "period", "periodName", "value") - return(df) -} - - -unemployed.df <- apiDF(json$Results$series[[1]]$data) -labor.force.df <- apiDF(json$Results$series[[2]]$data) - -unemployed.df <- apiDF(json$Results$series[[1]]) +# +# rm(list = ls()) +# dev.off() +# +# library(pdftools) +# library(dplyr) +# library(stringr) +# +# +# ## Scrape this list of codes from the pdf +# +# # Specify the URL of the PDF +# url <- "https://coast.noaa.gov/data/digitalcoast/pdf/enow-faq.pdf" +# +# # Specify the destination file path +# destfile <- "indicator_data/Ocean_NAICS_codes.pdf" +# +# # Download the PDF +# download.file(url, destfile, mode = "wb") +# +# # Check if the file has been downloaded +# file.exists(destfile) +# +# # Load the PDF +# pdf_file <- "indicator_data/Ocean_NAICS_codes.pdf" +# +# # Extract text from the PDF +# pdf_text <- pdf_text(pdf_file) +# +# # Extract text from pages 7 and 8 +# page7_text <- pdf_text[7] +# page8_text <- pdf_text[8] +# +# # Combine text from both pages +# combined_text <- paste(page7_text, page8_text, sep = "\n") +# +# # Find all 6-digit integers in the text +# naics_codes <- str_extract_all(combined_text, "\\b[0-9]{6}\\b") %>% unlist() +# +# # Remove duplicates (if any) +# naics_codes <- unique(naics_codes) +# +# # Create a data frame +# naics_df <- data.frame( +# NAICS = naics_codes, +# stringsAsFactors = FALSE +# ) +# +# # Display the data frame +# print(naics_df) +# +# +# ## Access the API +# +# library(devtools) +# install_github('mikeasilva/blsAPI') +# library(blsAPI) +# library(jsonlite) +# +# # Define your API key (submitted a request for a key here: https://www.bls.gov/developers/home.htm ) +# api_key <- "2d3bac2b5c42484ea04f085596a17760" +# +# # Define the industry and area code +# industry <- "237990" # NAICS code for Other Heavy and Civil Engineering Construction +# area <- "72000" # Area code for Puerto Rico +# ownership_code <- "5" # Ownership code for Private +# type <- "1" #this is correct +# size <- "0" +# +# # Function to construct the series ID +# construct_series_id <- function(industry, area, ownership, type, size) { +# paste0("ENU", area, type, size, ownership, industry) +# } +# +# # Prepare the series ID +# series_id <- construct_series_id(industry, area, ownership_code, type, size) +# +# #series_id <- "ENU04013105111150" +# +# # Print the series ID for verification +# print(paste("Requesting data for series ID:", series_id)) +# +# # Create the API request body +# request_body <- list( +# 'seriesid' = list(series_id), +# 'startyear' = "2023", +# 'endyear' = "2023", +# 'registrationKey' = api_key +# ) +# +# # Make the API call +# response <- blsAPI(request_body, api_version = 2) +# +# # Parse the response +# data <- fromJSON(response) +# +# # Check for errors in the response +# if (!is.null(data$Results$error)) { +# print("Error in API response:") +# print(data$Results$error) +# } else if (is.null(data$Results$series[[1]]$data)) { +# print("No data available for the specified series ID and year.") +# } else { +# # Extract the relevant data +# qcew_data <- data$Results$series +# # Print the data +# print(qcew_data) +# } +# +# +# +# +# +# +# response <- blsAPI('ENU72000105237990') +# json <- fromJSON(response) +# +# data_list <- json$Results$series[[1]]$data[-1] +# cpi <- data.frame(matrix(unlist(data_list), ncol = 4, byrow = TRUE, +# dimnames = list(NULL, c("year", "period", +# "periodName", "value"))), +# stringsAsFactors = FALSE) +# cpi +# +# +# +# response <- blsAPI('CIU1010000000000A') +# json <- fromJSON(response) +# +# data_list <- json$Results$series[[1]]$data[-1] +# cpi <- data.frame(matrix(unlist(data_list), ncol = 4, byrow = TRUE, +# dimnames = list(NULL, c("year", "period", +# "periodName", "value"))), +# stringsAsFactors = FALSE) +# cpi +# +# +# +# +# +# +# ## Pull the data via the API +# payload <- list( +# 'seriesid' = c('ENU72000105237990'), +# 'startyear' = 2021, +# 'endyear' = 2023) +# response <- blsAPI(payload, 2) +# json <- fromJSON(response) +# +# ## Process results +# apiDF <- function(data) { +# df <- data.frame(matrix(unlist(data), nrow = length(data), byrow = TRUE)) +# colnames(df) <- c("year", "period", "periodName", "value") +# return(df) +# } +# +# +# unemployed.df <- apiDF(json$Results$series[[1]]$data) +# labor.force.df <- apiDF(json$Results$series[[2]]$data) +# +# unemployed.df <- apiDF(json$Results$series[[1]]) diff --git a/indicator_processing/non_automated/outreach.R b/indicator_processing/non_automated/outreach.R index 3337e73..cf16889 100644 --- a/indicator_processing/non_automated/outreach.R +++ b/indicator_processing/non_automated/outreach.R @@ -41,7 +41,7 @@ extract_year <- function(filename) { } # Set the directory containing the PDF files -pdf_directory <- "indicator_data/outreach/" +pdf_directory <- "indicator_data/inputsToBeUpdatedAnnually/outreach/" # Get a list of all PDF files in the directory pdf_files <- list.files(pdf_directory, pattern = "\\.pdf$", full.names = TRUE) diff --git a/indicator_processing/non_automated/pollution.R b/indicator_processing/non_automated/pollution.R index edd738b..a11a414 100644 --- a/indicator_processing/non_automated/pollution.R +++ b/indicator_processing/non_automated/pollution.R @@ -1,7 +1,7 @@ ### Pollution indicator: Industrially zoned spaces data from Amy Freitag. Amy chatted with EPA and the data represent compliance/attention and not actual time of pollution. More of an indicator of political attention pollution than pollution itself. -dat = read.csv("indicator_data/pollution_sites.csv") +dat = read.csv("indicator_data/inputsToBeUpdatedAnnually/pollution_sites.csv") head(dat) # make sure columns are numeric diff --git a/indicator_processing/non_automated/regulations.R b/indicator_processing/non_automated/regulations.R index a5fcc43..54a0482 100644 --- a/indicator_processing/non_automated/regulations.R +++ b/indicator_processing/non_automated/regulations.R @@ -2,49 +2,49 @@ # Last updated 6/19/2024 by Carissa Gervasi -rm(list = ls()) -dev.off() - -library(dplyr) - -dat = read.csv("indicator_data/regulations.csv") - - -head(dat) - -dat$year2 = as.numeric(dat$year2) -dat$amendments = as.numeric(dat$amendments) - -styear = min(dat$year2) -enyear = max(dat$year2) - - -# Create a dataframe with the full date range -full_dates <- data.frame( - year2 = styear:enyear) - -# Merge the two dataframes, keeping all dates and filling NAs where there are no matches -dat <- full_dates %>% - left_join(dat, by = "year2") - - - -# save as indicator object ---------------------- -datdata <- styear:enyear -inddata <- data.frame(dat$amendments) -labs <- c("Number of new regulations in effect" , "Sum of regulations", "") -indnames <- data.frame(matrix(labs, nrow = 3, byrow = F)) -inddata <- list(labels = indnames, indicators = inddata, datelist = datdata) -class(inddata) <- "indicatordata" - -# plot and save ---------------------------------- - -ind <- inddata -plotIndicatorTimeSeries(ind, coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.7, anom = "none", yposadj = 1) - -save(ind, file = "indicator_objects/regulations.RData") - - +# rm(list = ls()) +# dev.off() +# +# library(dplyr) +# +# dat = read.csv("indicator_data/intermediateFiles/regulations.csv") +# +# +# head(dat) +# +# dat$year2 = as.numeric(dat$year2) +# dat$amendments = as.numeric(dat$amendments) +# +# styear = min(dat$year2) +# enyear = max(dat$year2) +# +# +# # Create a dataframe with the full date range +# full_dates <- data.frame( +# year2 = styear:enyear) +# +# # Merge the two dataframes, keeping all dates and filling NAs where there are no matches +# dat <- full_dates %>% +# left_join(dat, by = "year2") +# +# +# +# # save as indicator object ---------------------- +# datdata <- styear:enyear +# inddata <- data.frame(dat$amendments) +# labs <- c("Number of new regulations in effect" , "Sum of regulations", "") +# indnames <- data.frame(matrix(labs, nrow = 3, byrow = F)) +# inddata <- list(labels = indnames, indicators = inddata, datelist = datdata) +# class(inddata) <- "indicatordata" +# +# # plot and save ---------------------------------- +# +# ind <- inddata +# plotIndicatorTimeSeries(ind, coltoplot = 1, plotrownum = 1, plotcolnum = 1, trendAnalysis = TRUE, dateformat = "%b%Y", sublabel = TRUE, widadj = 1, hgtadj = 0.7, anom = "none", yposadj = 1) +# +# save(ind, file = "indicator_objects/regulations.RData") +# +# @@ -57,7 +57,7 @@ dev.off() library(dplyr) -dat = read.csv("indicator_data/FRsection.csv") +dat = read.csv("indicator_data/inputsToBeUpdatedAnnually/FRsection.csv") head(dat) diff --git a/indicator_processing/non_automated/social_vulnerability.R b/indicator_processing/non_automated/social_vulnerability.R index b925bd8..fd8fede 100644 --- a/indicator_processing/non_automated/social_vulnerability.R +++ b/indicator_processing/non_automated/social_vulnerability.R @@ -9,8 +9,8 @@ # Load the data library(readr) -CSVI_2010 = read_csv("indicator_data/CaribCSVI_2010.csv", locale = locale(encoding = "UTF-8")) -CSVI_2020 = read_csv("indicator_data/CaribCSVI_2020.csv", locale = locale(encoding = "UTF-8")) +CSVI_2010 = read_csv("indicator_data/inputsToBeUpdatedAnnually/CaribCSVI_2010.csv", locale = locale(encoding = "UTF-8")) +CSVI_2020 = read_csv("indicator_data/inputsToBeUpdatedAnnually/CaribCSVI_2020.csv", locale = locale(encoding = "UTF-8")) library(ggplot2) diff --git a/multivariate_summary.R b/multivariate_summary.R index 4462e5e..fdf137b 100644 --- a/multivariate_summary.R +++ b/multivariate_summary.R @@ -99,23 +99,23 @@ png(filename = "pcas.png", units="in", width=8, height=11, pointsize=12, res=72* par(mar = c(4, 6, 1, 1), mfrow = c(3, 2)) -pc <- plotOrdScores(d_risk, main = "", mintime = 2011, noNAs = thresh) #, method = "nmds", nmdsk = 3) +pc <- plotOrdScores(d_risk, main = "", mintime = 2011, noNAs = thresh, tim.cex = 1.2) #, method = "nmds", nmdsk = 3) mtext(side = 2, "risks to meeting objectives", line = 4.5, cex = 0.8) -barplot(pc$rotation[,1], las = 2, horiz = T, xlim = c(-0.45, 0.45)) +barplot(pc$rotation[,1], las = 2, horiz = T, xlim = c(-0.45, 0.45), xlab = "PCA 1 loadings") abline(v = c(-0.2, 0.2), col = 8, lty = 2) #pc <- plotOrdScores(d_fi, main = "fishery-independent indicators", mintime = 2011, noNAs = thresh) #, method = "nmds", nmdsk = 3) #barplot(pc$rotation[,1], las = 2, horiz = T) #abline(v = c(-0.2, 0.2), col = 8, lty = 2) -pc <- plotOrdScores(d_ccl, main = "", mintime = 2011, noNAs = thresh) #, method = "nmds", nmdsk = 3) +pc <- plotOrdScores(d_ccl, main = "", mintime = 2011, noNAs = thresh, tim.cex = 1.2) #, method = "nmds", nmdsk = 3) mtext(side = 2, "fishery-dependent indicators", line = 4.5, cex = 0.8) -barplot(pc$rotation[,1], las = 2, horiz = T, xlim = c(-0.45, 0.45)) +barplot(pc$rotation[,1], las = 2, horiz = T, xlim = c(-0.45, 0.45), xlab = "PCA 1 loadings") abline(v = c(-0.2, 0.2), col = 8, lty = 2) -pc <- plotOrdScores(d_oth, main = "", mintime = 2011, noNAs = thresh) #, method = "nmds", nmdsk = 3) +pc <- plotOrdScores(d_oth, main = "", mintime = 2011, noNAs = thresh, tim.cex = 1.2) #, method = "nmds", nmdsk = 3) mtext(side = 2, "other management indicators", line = 4.5, cex = 0.8) -barplot(pc$rotation[,1], las = 2, horiz = T, xlim = c(-0.45, 0.45)) +barplot(pc$rotation[,1], las = 2, horiz = T, xlim = c(-0.45, 0.45), xlab = "PCA 1 loadings") abline(v = c(-0.2, 0.2), col = 8, lty = 2) dev.off() diff --git a/traffic.png b/traffic.png new file mode 100644 index 0000000..e40bf78 Binary files /dev/null and b/traffic.png differ