diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..a9a5aec --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +tmp diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..cf1ab25 --- /dev/null +++ b/LICENSE @@ -0,0 +1,24 @@ +This is free and unencumbered software released into the public domain. + +Anyone is free to copy, modify, publish, use, compile, sell, or +distribute this software, either in source code form or as a compiled +binary, for any purpose, commercial or non-commercial, and by any +means. + +In jurisdictions that recognize copyright laws, the author or authors +of this software dedicate any and all copyright interest in the +software to the public domain. We make this dedication for the benefit +of the public at large and to the detriment of our heirs and +successors. We intend this dedication to be an overt act of +relinquishment in perpetuity of all present and future rights to this +software under copyright law. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR +OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, +ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR +OTHER DEALINGS IN THE SOFTWARE. + +For more information, please refer to diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..dbbb11e --- /dev/null +++ b/Makefile @@ -0,0 +1,6 @@ +version="0.1.0" + +data: + python scripts/process.py + +.PHONY: data diff --git a/README.md b/README.md new file mode 100644 index 0000000..982ffee --- /dev/null +++ b/README.md @@ -0,0 +1,44 @@ +Purchasing power parity (PPP) + +## Data + +### Description + +> Purchasing power parity conversion factor is the number of units of a country's currency required to buy the same amounts of goods and services in the domestic market as U.S. dollar would buy in the United States.[*][pa-nus-ppp] + +### Sources + +* PPP conversion factor, GDP (LCU per international $) + * Name: World Bank, International Comparison Program database. + * Web: http://data.worldbank.org/indicator/PA.NUS.PPP + +## Data Preparation + +### Requirements + +Data preparation requires Python 2. Required external Python modules are listed in the `requirements.txt` file in this directory. + +### Processing + +Run the following script from this directory to download and process the data: + +```bash +make data +``` + +### Resources + +The raw data are output to `./tmp`. The processed data are output to `./data`. + +## License + +### ODC-PDDL-1.0 + +This Data Package is made available under the Public Domain Dedication and License v1.0 whose full text can be found at: http://www.opendatacommons.org/licenses/pddl/1.0/ + +### Notes + +Refer to the [terms of use][worldbank] of the source dataset for any specific restrictions on using these data in a public or commercial product. + +[pa-nus-ppp]: http://data.worldbank.org/indicator/PA.NUS.PPP +[worldbank]: []http://web.worldbank.org/WBSITE/EXTERNAL/0,,contentMDK:22547097~pagePK:50016803~piPK:50016805~theSitePK:13,00.html diff --git a/data/ppp-gdp.csv b/data/ppp-gdp.csv new file mode 100644 index 0000000..dff1834 --- /dev/null +++ b/data/ppp-gdp.csv @@ -0,0 +1,4401 @@ +Country,Country ID,Year,PPP +"Afghanistan",AF,2013,18.9196525439575 +"Afghanistan",AF,2012,18.4653027113694 +"Afghanistan",AF,2011,17.35617 +"Afghanistan",AF,2010,16.0222201305143 +"Afghanistan",AF,2009,14.8199738335514 +"Afghanistan",AF,2008,15.25828409103 +"Afghanistan",AF,2007,15.220984236357 +"Afghanistan",AF,2006,12.7688906557366 +"Afghanistan",AF,2005,12.2806434782186 +"Afghanistan",AF,2004,11.4298388973072 +"Afghanistan",AF,2003,10.5569756958087 +"Afghanistan",AF,2002,9.63821365562094 +"Albania",AL,2013,47.4595837714753 +"Albania",AL,2012,47.6309515648683 +"Albania",AL,2011,46.4467806909478 +"Albania",AL,2010,45.7707331615921 +"Albania",AL,2009,41.813675265188 +"Albania",AL,2008,41.8131803632778 +"Albania",AL,2007,42.538917385402 +"Albania",AL,2006,41.6912483702738 +"Albania",AL,2005,43.6396864651884 +"Albania",AL,2004,43.533295826712 +"Albania",AL,2003,42.1944180852869 +"Albania",AL,2002,41.6269853965939 +"Albania",AL,2001,40.9153550520582 +"Albania",AL,2000,40.4483619016459 +"Albania",AL,1999,39.6565776435876 +"Albania",AL,1998,38.5009552552033 +"Albania",AL,1997,34.272572294992 +"Albania",AL,1996,30.5962639012822 +"Albania",AL,1995,24.2596429978337 +"Albania",AL,1994,23.4587529957083 +"Albania",AL,1993,17.3079274119721 +"Albania",AL,1992,8.2483219931249 +"Albania",AL,1991,2.4125945353078 +"Albania",AL,1990,1.79880914960198 +"Algeria",DZ,2013,31.9416558809955 +"Algeria",DZ,2012,31.6487618063934 +"Algeria",DZ,2011,30.5017933683552 +"Algeria",DZ,2010,26.430467079537 +"Algeria",DZ,2009,23.0404354948419 +"Algeria",DZ,2008,26.1396304083617 +"Algeria",DZ,2007,23.0159901087199 +"Algeria",DZ,2006,22.2093103020342 +"Algeria",DZ,2005,20.7078781478245 +"Algeria",DZ,2004,18.4060289335874 +"Algeria",DZ,2003,16.8482186845516 +"Algeria",DZ,2002,15.8625665972727 +"Algeria",DZ,2001,15.8960395055304 +"Algeria",DZ,2000,16.5910782213584 +"Algeria",DZ,1999,13.619192493271 +"Algeria",DZ,1998,12.4613086212859 +"Algeria",DZ,1997,13.0036282941663 +"Algeria",DZ,1996,12.3618233199643 +"Algeria",DZ,1995,10.1491035063721 +"Algeria",DZ,1994,8.05821612360285 +"Algeria",DZ,1993,6.37552363249696 +"Algeria",DZ,1992,5.74474888408533 +"Algeria",DZ,1991,4.81912411454057 +"Algeria",DZ,1990,3.23749215805468 +"Angola",AO,2013,72.1458476977959 +"Angola",AO,2012,71.8519952831409 +"Angola",AO,2011,68.3148555611226 +"Angola",AO,2010,56.1538809652957 +"Angola",AO,2009,46.4421199972155 +"Angola",AO,2008,50.5590327079213 +"Angola",AO,2007,43.0596636448019 +"Angola",AO,2006,39.2551579642714 +"Angola",AO,2005,35.7937117172321 +"Angola",AO,2004,29.1328507514306 +"Angola",AO,2003,21.4125695360823 +"Angola",AO,2002,11.8123083599443 +"Angola",AO,2001,4.94623334905208 +"Angola",AO,2000,2.45192904156495 +"Angola",AO,1999,0.483917173533462 +"Angola",AO,1998,0.0747169120382022 +"Angola",AO,1997,0.0558151926875112 +"Angola",AO,1996,0.0292176724610077 +"Angola",AO,1995,0.000540960323162363 +"Angola",AO,1994,2.76774842098372E-05 +"Angola",AO,1993,1.26886514997226E-06 +"Angola",AO,1992,9.45493179522052E-08 +"Angola",AO,1991,2.77024714862216E-08 +"Angola",AO,1990,1.06040434313586E-08 +"Antigua and Barbuda",AG,2013,1.71314088282393 +"Antigua and Barbuda",AG,2012,1.74336206062399 +"Antigua and Barbuda",AG,2011,1.73145405232612 +"Antigua and Barbuda",AG,2010,1.74412574533775 +"Antigua and Barbuda",AG,2009,1.74171683892625 +"Antigua and Barbuda",AG,2008,1.72455597419391 +"Antigua and Barbuda",AG,2007,1.68322961569731 +"Antigua and Barbuda",AG,2006,1.66607110697256 +"Antigua and Barbuda",AG,2005,1.71068394936016 +"Antigua and Barbuda",AG,2004,1.68716883003607 +"Antigua and Barbuda",AG,2003,1.70659636601457 +"Antigua and Barbuda",AG,2002,1.76131613044993 +"Antigua and Barbuda",AG,2001,1.77466264506273 +"Antigua and Barbuda",AG,2000,1.77997505840809 +"Antigua and Barbuda",AG,1999,1.59032827337226 +"Antigua and Barbuda",AG,1998,1.59760516323835 +"Antigua and Barbuda",AG,1997,1.57683628728521 +"Antigua and Barbuda",AG,1996,1.569830923472 +"Antigua and Barbuda",AG,1995,1.55831350276172 +"Antigua and Barbuda",AG,1994,1.54261498989537 +"Antigua and Barbuda",AG,1993,1.52918647732467 +"Antigua and Barbuda",AG,1992,1.53156043766659 +"Antigua and Barbuda",AG,1991,1.52991968253018 +"Antigua and Barbuda",AG,1990,1.53887346121628 +"Argentina",AR,2011,2.664829 +"Armenia",AM,2013,184.601164431916 +"Armenia",AM,2012,181.553956846049 +"Armenia",AM,2011,187.095284122817 +"Armenia",AM,2010,183.116157869043 +"Armenia",AM,2009,171.999045489054 +"Armenia",AM,2008,169.032624647475 +"Armenia",AM,2007,162.557331960864 +"Armenia",AM,2006,160.114371792206 +"Armenia",AM,2005,157.747500302489 +"Armenia",AM,2004,157.712733939208 +"Armenia",AM,2003,152.428297754281 +"Armenia",AM,2002,148.684807250796 +"Armenia",AM,2001,147.471229011042 +"Armenia",AM,2000,144.932307263481 +"Armenia",AM,1999,150.300533716436 +"Armenia",AM,1998,152.370191068557 +"Armenia",AM,1997,139.137308629486 +"Armenia",AM,1996,120.210961976594 +"Armenia",AM,1995,102.349640594114 +"Armenia",AM,1994,40.0080875482731 +"Armenia",AM,1993,0.971119406842948 +"Armenia",AM,1992,0.0666765918535954 +"Armenia",AM,1991,0.010196853150829 +"Armenia",AM,1990,0.00587275840883485 +"Aruba",AW,2011,1.26011914250927 +"Australia",AU,2013,1.510060148 +"Australia",AU,2012,1.527404363 +"Australia",AU,2011,1.511051726 +"Australia",AU,2010,1.506131969 +"Australia",AU,2009,1.442414618 +"Australia",AU,2008,1.479072714 +"Australia",AU,2007,1.426873115 +"Australia",AU,2006,1.406828795 +"Australia",AU,2005,1.388355787 +"Australia",AU,2004,1.367062756 +"Australia",AU,2003,1.35169225 +"Australia",AU,2002,1.336489854 +"Australia",AU,2001,1.324261151 +"Australia",AU,2000,1.31052963 +"Australia",AU,1999,1.29695 +"Australia",AU,1998,1.295609403 +"Australia",AU,1997,1.312884794 +"Australia",AU,1996,1.309275547 +"Australia",AU,1995,1.303875129 +"Australia",AU,1994,1.301418545 +"Australia",AU,1993,1.307177106 +"Australia",AU,1992,1.324009259 +"Australia",AU,1991,1.347977821 +"Australia",AU,1990,1.361402527 +"Austria",AT,2013,0.836828895 +"Austria",AT,2012,0.841961321 +"Austria",AT,2011,0.8300201 +"Austria",AT,2010,0.841399834 +"Austria",AT,2009,0.841006539 +"Austria",AT,2008,0.852493659 +"Austria",AT,2007,0.868203051 +"Austria",AT,2006,0.855579477 +"Austria",AT,2005,0.886404376 +"Austria",AT,2004,0.874819861 +"Austria",AT,2003,0.884399446 +"Austria",AT,2002,0.895700463 +"Austria",AT,2001,0.916504592 +"Austria",AT,2000,0.899195397 +"Austria",AT,1999,0.91708873 +"Austria",AT,1998,0.917433758 +"Austria",AT,1997,0.924500955 +"Austria",AT,1996,0.930758247 +"Austria",AT,1995,0.935775477 +"Austria",AT,1994,0.93827612 +"Austria",AT,1993,0.934650649 +"Austria",AT,1992,0.931218906 +"Austria",AT,1991,0.920431975 +"Austria",AT,1990,0.917627941 +"Azerbaijan",AZ,2013,0.357474059401559 +"Azerbaijan",AZ,2012,0.359126390401226 +"Azerbaijan",AZ,2011,0.360393820817594 +"Azerbaijan",AZ,2010,0.300108516584921 +"Azerbaijan",AZ,2009,0.267050854659701 +"Azerbaijan",AZ,2008,0.332002911952348 +"Azerbaijan",AZ,2007,0.264874089520132 +"Azerbaijan",AZ,2006,0.224774888161501 +"Azerbaijan",AZ,2005,0.208158172972954 +"Azerbaijan",AZ,2004,0.184997300011323 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The",BS,2003,1.03231093390294 +"Bahamas, The",BS,2002,1.04086873630488 +"Bahamas, The",BS,2001,1.01657349269184 +"Bahamas, The",BS,2000,1.0360619804638 +"Bahamas, The",BS,1999,1.04999874599556 +"Bahamas, The",BS,1998,1.01478850767607 +"Bahamas, The",BS,1997,0.995441525707306 +"Bahamas, The",BS,1996,0.751792200419091 +"Bahamas, The",BS,1995,0.758032357148414 +"Bahamas, The",BS,1994,0.767699683359004 +"Bahamas, The",BS,1993,0.767253971626882 +"Bahamas, The",BS,1992,0.792286040640312 +"Bahamas, The",BS,1991,0.779896530456904 +"Bahamas, The",BS,1990,0.785666795530429 +"Bahrain",BH,2013,0.211694550204405 +"Bahrain",BH,2012,0.211632935395063 +"Bahrain",BH,2011,0.210747166621404 +"Bahrain",BH,2010,0.194428284170105 +"Bahrain",BH,2009,0.183181418409889 +"Bahrain",BH,2008,0.212197626999995 +"Bahrain",BH,2007,0.19421890415199 +"Bahrain",BH,2006,0.183885844823933 +"Bahrain",BH,2005,0.174138965380551 +"Bahrain",BH,2004,0.15803505926761 +"Bahrain",BH,2003,0.146297337726196 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+"Bolivia",BO,1994,1.30298127248464 +"Bolivia",BO,1993,1.23263539130883 +"Bolivia",BO,1992,1.184346803242 +"Bolivia",BO,1991,1.07011219895225 +"Bolivia",BO,1990,0.939413023187072 +"Bosnia and Herzegovina",BA,2013,0.720173693328391 +"Bosnia and Herzegovina",BA,2012,0.717393688732491 +"Bosnia and Herzegovina",BA,2011,0.72584667941441 +"Bosnia and Herzegovina",BA,2010,0.739627112684131 +"Bosnia and Herzegovina",BA,2009,0.74308024951784 +"Bosnia and Herzegovina",BA,2008,0.755109914619544 +"Bosnia and Herzegovina",BA,2007,0.731430615280815 +"Bosnia and Herzegovina",BA,2006,0.712487777053455 +"Bosnia and Herzegovina",BA,2005,0.71816406086264 +"Bosnia and Herzegovina",BA,2004,0.716494703510186 +"Bosnia and Herzegovina",BA,2003,0.717716782228529 +"Bosnia and Herzegovina",BA,2002,0.725403694931829 +"Bosnia and Herzegovina",BA,2001,0.705075574613136 +"Bosnia and Herzegovina",BA,2000,0.700388050861936 +"Bosnia and Herzegovina",BA,1999,0.556217040920996 +"Bosnia and Herzegovina",BA,1998,0.52067391368107 +"Bosnia and Herzegovina",BA,1997,0.534781367303929 +"Bosnia and Herzegovina",BA,1996,0.481352718526156 +"Bosnia and Herzegovina",BA,1995,0.590916329312823 +"Bosnia and Herzegovina",BA,1994,0.554220332585357 +"Botswana",BW,2013,3.90087249281791 +"Botswana",BW,2012,3.73659864924482 +"Botswana",BW,2011,3.76402105981858 +"Botswana",BW,2010,3.62572721902862 +"Botswana",BW,2009,3.08621845455489 +"Botswana",BW,2008,3.00742232979937 +"Botswana",BW,2007,2.81919462103913 +"Botswana",BW,2006,2.76876873288696 +"Botswana",BW,2005,2.6455108940058 +"Botswana",BW,2004,2.36475173108772 +"Botswana",BW,2003,2.20725728331068 +"Botswana",BW,2002,2.18019741265614 +"Botswana",BW,2001,2.18767103782965 +"Botswana",BW,2000,2.06577018777731 +"Botswana",BW,1999,1.85060823204653 +"Botswana",BW,1998,1.64318932878723 +"Botswana",BW,1997,1.5146463376476 +"Botswana",BW,1996,1.46341920516509 +"Botswana",BW,1995,1.28331850835295 +"Botswana",BW,1994,1.2226311788449 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Darussalam",BN,1993,0.441584467008424 +"Brunei Darussalam",BN,1992,0.465856120604719 +"Brunei Darussalam",BN,1991,0.468392458415526 +"Brunei Darussalam",BN,1990,0.498052359603285 +"Bulgaria",BG,2013,0.702422325947332 +"Bulgaria",BG,2012,0.699095887698132 +"Bulgaria",BG,2011,0.698609337092154 +"Bulgaria",BG,2010,0.661822240228716 +"Bulgaria",BG,2009,0.657787638621022 +"Bulgaria",BG,2008,0.653216049334408 +"Bulgaria",BG,2007,0.636468130420999 +"Bulgaria",BG,2006,0.60689944589309 +"Bulgaria",BG,2005,0.599068617177348 +"Bulgaria",BG,2004,0.576783049332648 +"Bulgaria",BG,2003,0.556586816231375 +"Bulgaria",BG,2002,0.556488190458267 +"Bulgaria",BG,2001,0.558547019560343 +"Bulgaria",BG,2000,0.538445807770961 +"Bulgaria",BG,1999,0.522664461722281 +"Bulgaria",BG,1998,0.509449183419778 +"Bulgaria",BG,1997,0.41881933032046 +"Bulgaria",BG,1996,0.0407231254344178 +"Bulgaria",BG,1995,0.0188390596441806 +"Bulgaria",BG,1994,0.0118443243549432 +"Bulgaria",BG,1993,0.00700379538015361 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Verde",CV,2013,48.7422784203258 +"Cabo Verde",CV,2012,48.0423849176894 +"Cabo Verde",CV,2011,48.5916789257967 +"Cabo Verde",CV,2010,48.301665002519 +"Cabo Verde",CV,2009,48.6481872950098 +"Cabo Verde",CV,2008,47.9880669515025 +"Cabo Verde",CV,2007,47.238852392077 +"Cabo Verde",CV,2006,44.5956440160441 +"Cabo Verde",CV,2005,43.9280530314301 +"Cabo Verde",CV,2004,46.1699516486759 +"Cabo Verde",CV,2003,50.6456042619601 +"Cabo Verde",CV,2002,49.2322919531816 +"Cabo Verde",CV,2001,50.169853269128 +"Cabo Verde",CV,2000,48.7968054470221 +"Cabo Verde",CV,1999,54.1907457361421 +"Cabo Verde",CV,1998,51.0783904590581 +"Cabo Verde",CV,1997,51.8064892009104 +"Cabo Verde",CV,1996,53.1418602598979 +"Cabo Verde",CV,1995,54.4074831069859 +"Cabo Verde",CV,1994,56.4162067242077 +"Cabo Verde",CV,1993,81.3447872600613 +"Cabo Verde",CV,1992,55.7621491172268 +"Cabo Verde",CV,1991,59.48212208396 +"Cabo Verde",CV,1990,58.6436992009017 +"Cambodia",KH,2013,1333.34185227561 +"Cambodia",KH,2012,1342.36622516586 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Republic",CF,2002,304.178148007295 +"Central African Republic",CF,2001,316.348204670407 +"Central African Republic",CF,2000,322.180705038495 +"Central African Republic",CF,1999,303.690671871981 +"Central African Republic",CF,1998,295.949564459875 +"Central African Republic",CF,1997,300.403360012142 +"Central African Republic",CF,1996,303.077387158709 +"Central African Republic",CF,1995,319.936617256019 +"Central African Republic",CF,1994,297.199944820515 +"Central African Republic",CF,1993,243.956649227144 +"Central African Republic",CF,1992,258.648721450754 +"Central African Republic",CF,1991,257.385607799497 +"Central African Republic",CF,1990,266.959752310037 +"Chad",TD,2013,249.235591715053 +"Chad",TD,2012,259.152585178222 +"Chad",TD,2011,250.443010609873 +"Chad",TD,2010,235.412103006062 +"Chad",TD,2009,223.983061073802 +"Chad",TD,2008,249.607811529628 +"Chad",TD,2007,234.170555395332 +"Chad",TD,2006,232.72973048021 +"Chad",TD,2005,218.105672832228 +"Chad",TD,2004,175.723140559117 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+"Chile",CL,1995,271.4940578 +"Chile",CL,1994,253.5206674 +"Chile",CL,1993,229.9432932 +"Chile",CL,1992,212.7763947 +"Chile",CL,1991,194.7089106 +"Chile",CL,1990,165.9689622 +"China",CN,2013,3.51972127692412 +"China",CN,2012,3.5122787554748 +"China",CN,2011,3.50553600718135 +"China",CN,2010,3.31885415144351 +"China",CN,2009,3.1503972437407 +"China",CN,2008,3.19459525787107 +"China",CN,2007,3.02163650558765 +"China",CN,2006,2.88208637443902 +"China",CN,2005,2.86171222702441 +"China",CN,2004,2.84234512673181 +"China",CN,2003,2.73123505158503 +"China",CN,2002,2.71540219542191 +"China",CN,2001,2.74059920976611 +"China",CN,2000,2.74663785473782 +"China",CN,1999,2.75327820895963 +"China",CN,1998,2.8287095581768 +"China",CN,1997,2.88503713514888 +"China",CN,1996,2.89086541351654 +"China",CN,1995,2.76579094081446 +"China",CN,1994,2.48308904378268 +"China",CN,1993,2.10219431545875 +"China",CN,1992,1.86899390374513 +"China",CN,1991,1.76676666638573 +"China",CN,1990,1.70800333103993 +"Colombia",CO,2013,1177.95804171839 +"Colombia",CO,2012,1177.55592829207 +"Colombia",CO,2011,1161.90989451483 +"Colombia",CO,2010,1111.16033305309 +"Colombia",CO,2009,1083.01913693163 +"Colombia",CO,2008,1055.58185072846 +"Colombia",CO,2007,1000.36298072892 +"Colombia",CO,2006,977.759256724739 +"Colombia",CO,2005,952.784807391845 +"Colombia",CO,2004,931.659333687408 +"Colombia",CO,2003,892.271750261708 +"Colombia",CO,2002,851.881233602146 +"Colombia",CO,2001,816.23655549811 +"Colombia",CO,2000,783.738319878979 +"Colombia",CO,1999,608.37480037146 +"Colombia",CO,1998,547.920371779561 +"Colombia",CO,1997,482.572818369309 +"Colombia",CO,1996,420.127959780954 +"Colombia",CO,1995,366.039631700794 +"Colombia",CO,1994,314.412692854176 +"Colombia",CO,1993,220.898071992658 +"Colombia",CO,1992,176.752883026744 +"Colombia",CO,1991,147.90977100411 +"Colombia",CO,1990,121.100020416893 +"Comoros",KM,2013,208.80377842697 +"Comoros",KM,2012,208.31286671912 +"Comoros",KM,2011,207.584476413723 +"Comoros",KM,2010,208.385252641913 +"Comoros",KM,2009,204.665299305258 +"Comoros",KM,2008,200.484087231407 +"Comoros",KM,2007,196.235452066165 +"Comoros",KM,2006,194.569840536908 +"Comoros",KM,2005,194.500289482871 +"Comoros",KM,2004,200.125287879025 +"Comoros",KM,2003,198.884399362428 +"Comoros",KM,2002,192.983930689037 +"Comoros",KM,2001,188.099758536598 +"Comoros",KM,2000,191.718590504651 +"Comoros",KM,1999,189.592341992959 +"Comoros",KM,1998,181.744124515916 +"Comoros",KM,1997,181.274797645294 +"Comoros",KM,1996,182.706260763531 +"Comoros",KM,1995,180.269020659675 +"Comoros",KM,1994,169.896382275696 +"Comoros",KM,1993,158.57260857475 +"Comoros",KM,1992,157.878338600246 +"Comoros",KM,1991,173.195229587674 +"Comoros",KM,1990,165.499585578011 +"Congo, Dem. Rep.",CD,2013,550.374714803821 +"Congo, Dem. Rep.",CD,2012,543.184538921266 +"Congo, Dem. Rep.",CD,2011,521.869696398973 +"Congo, Dem. Rep.",CD,2010,468.07691528055 +"Congo, Dem. Rep.",CD,2009,384.227197291154 +"Congo, Dem. Rep.",CD,2008,289.31167038788 +"Congo, Dem. Rep.",CD,2007,246.602556166601 +"Congo, Dem. Rep.",CD,2006,212.986103670408 +"Congo, Dem. Rep.",CD,2005,195.824130921143 +"Congo, Dem. Rep.",CD,2004,155.636149797441 +"Congo, Dem. Rep.",CD,2003,150.342034079869 +"Congo, Dem. Rep.",CD,2002,135.200978722956 +"Congo, Dem. Rep.",CD,2001,104.215877926825 +"Congo, Dem. Rep.",CD,2000,61.5922763183297 +"Congo, Dem. Rep.",CD,1999,2.30744977199676 +"Congo, Dem. Rep.",CD,1998,0.431900993243453 +"Congo, Dem. Rep.",CD,1997,0.343943290083406 +"Congo, Dem. Rep.",CD,1996,0.119552504161134 +"Congo, Dem. Rep.",CD,1995,0.0164905353737387 +"Congo, Dem. Rep.",CD,1994,0.00297221699419264 +"Congo, Dem. Rep.",CD,1993,1.1298161640918E-05 +"Congo, Dem. Rep.",CD,1992,6.58118880697391E-07 +"Congo, Dem. Rep.",CD,1991,1.70183667394374E-08 +"Congo, Dem. Rep.",CD,1990,0 +"Congo, Rep.",CG,2013,266.618770800902 +"Congo, Rep.",CG,2012,280.860636981523 +"Congo, Rep.",CG,2011,289.298994205721 +"Congo, Rep.",CG,2010,266.800728050735 +"Congo, Rep.",CG,2009,223.713688964474 +"Congo, Rep.",CG,2008,284.073355361417 +"Congo, Rep.",CG,2007,231.592009883189 +"Congo, Rep.",CG,2006,235.127816134062 +"Congo, Rep.",CG,2005,204.484766417349 +"Congo, Rep.",CG,2004,173.958757953211 +"Congo, Rep.",CG,2003,153.019786208942 +"Congo, Rep.",CG,2002,162.999739600943 +"Congo, Rep.",CG,2001,168.429406904695 +"Congo, Rep.",CG,2000,200.134430699279 +"Congo, Rep.",CG,1999,139.211218192958 +"Congo, Rep.",CG,1998,109.159857550594 +"Congo, Rep.",CG,1997,134.931163392725 +"Congo, Rep.",CG,1996,130.761375747788 +"Congo, Rep.",CG,1995,112.841991522174 +"Congo, Rep.",CG,1994,111.414558853757 +"Congo, Rep.",CG,1993,83.2019732217141 +"Congo, Rep.",CG,1992,86.1587954213042 +"Congo, Rep.",CG,1991,89.528787255679 +"Congo, Rep.",CG,1990,93.8870881071708 +"Costa Rica",CR,2013,366.819002444125 +"Costa Rica",CR,2012,354.535216278301 +"Costa Rica",CR,2011,346.738297858882 +"Costa Rica",CR,2010,338.540632724316 +"Costa Rica",CR,2009,317.421490094892 +"Costa Rica",CR,2008,295.186161420051 +"Costa Rica",CR,2007,267.694112836492 +"Costa Rica",CR,2006,251.253990183563 +"Costa Rica",CR,2005,233.312666249822 +"Costa Rica",CR,2004,217.691750996704 +"Costa Rica",CR,2003,199.983425252894 +"Costa Rica",CR,2002,188.358903354919 +"Costa Rica",CR,2001,175.164652829672 +"Costa Rica",CR,2000,164.966195175765 +"Costa Rica",CR,1999,157.722844602636 +"Costa Rica",CR,1998,139.145351256297 +"Costa Rica",CR,1997,125.4437926015 +"Costa Rica",CR,1996,111.060319680001 +"Costa Rica",CR,1995,97.656728761032 +"Costa Rica",CR,1994,81.589134675075 +"Costa Rica",CR,1993,72.1101692226455 +"Costa Rica",CR,1992,66.7384607515959 +"Costa Rica",CR,1991,56.6566197782599 +"Costa Rica",CR,1990,46.401720028727 +"Cote d'Ivoire",CI,2013,235.280183881746 +"Cote d'Ivoire",CI,2012,233.994869893083 +"Cote d'Ivoire",CI,2011,228.228480037503 +"Cote d'Ivoire",CI,2010,229.190175111909 +"Cote d'Ivoire",CI,2009,220.142253068466 +"Cote d'Ivoire",CI,2008,216.791952167173 +"Cote d'Ivoire",CI,2007,203.658368265752 +"Cote d'Ivoire",CI,2006,203.13046486406 +"Cote d'Ivoire",CI,2005,205.78441207175 +"Cote d'Ivoire",CI,2004,195.184371350002 +"Cote d'Ivoire",CI,2003,199.29706705356 +"Cote d'Ivoire",CI,2002,200.655219579588 +"Cote d'Ivoire",CI,2001,193.896478927801 +"Cote d'Ivoire",CI,2000,190.231828414928 +"Cote d'Ivoire",CI,1999,195.308736321502 +"Cote d'Ivoire",CI,1998,196.30418793673 +"Cote d'Ivoire",CI,1997,188.591017820158 +"Cote d'Ivoire",CI,1996,184.072509704112 +"Cote d'Ivoire",CI,1995,178.530799105974 +"Cote d'Ivoire",CI,1994,164.13209686046 +"Cote d'Ivoire",CI,1993,114.504289911159 +"Cote d'Ivoire",CI,1992,110.436208036734 +"Cote d'Ivoire",CI,1991,112.98188546758 +"Cote d'Ivoire",CI,1990,115.95823780995 +"Croatia",HR,2013,3.63339057547263 +"Croatia",HR,2012,3.66749689616038 +"Croatia",HR,2011,3.77691953050011 +"Croatia",HR,2010,3.9145523899799 +"Croatia",HR,2009,3.85196178881389 +"Croatia",HR,2008,3.83125034238267 +"Croatia",HR,2007,3.83955063121357 +"Croatia",HR,2006,3.89634126466754 +"Croatia",HR,2005,3.91532045102067 +"Croatia",HR,2004,3.8584774415487 +"Croatia",HR,2003,3.83619116802379 +"Croatia",HR,2002,3.7403782817352 +"Croatia",HR,2001,3.71107904028039 +"Croatia",HR,2000,3.68290475568899 +"Croatia",HR,1999,3.61525740705467 +"Croatia",HR,1998,3.52051952505465 +"Croatia",HR,1997,3.30230587510271 +"Croatia",HR,1996,3.13374980928001 +"Croatia",HR,1995,3.08938243037041 +"Cuba",CU,2011,0.321938711455632 +"Cuba",CU,2010,0.318170572899307 +"Cuba",CU,2009,0.318231115126598 +"Cuba",CU,2008,0.318717802272431 +"Cuba",CU,2007,0.325988341175021 +"Cuba",CU,2006,0.323080250294862 +"Cuba",CU,2005,0.301739647439934 +"Cuba",CU,2004,0.310263481051734 +"Cuba",CU,2003,0.316872989870279 +"Cuba",CU,2002,0.313848571427333 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Republic",CZ,1996,11.95971147 +"Czech Republic",CZ,1995,11.09117687 +"Czech Republic",CZ,1994,10.37742757 +"Czech Republic",CZ,1993,9.43400003 +"Czech Republic",CZ,1992,7.981658747 +"Czech Republic",CZ,1991,7.265818288 +"Czech Republic",CZ,1990,5.512414599 +"Denmark",DK,2013,7.734752332 +"Denmark",DK,2012,7.785854854 +"Denmark",DK,2011,7.689278589 +"Denmark",DK,2010,7.754216619 +"Denmark",DK,2009,7.803417797 +"Denmark",DK,2008,8.012261407 +"Denmark",DK,2007,8.241860701 +"Denmark",DK,2006,8.317626127 +"Denmark",DK,2005,8.590082555 +"Denmark",DK,2004,8.407863696 +"Denmark",DK,2003,8.534800752 +"Denmark",DK,2002,8.302206548 +"Denmark",DK,2001,8.460500647 +"Denmark",DK,2000,8.399264558 +"Denmark",DK,1999,8.46970946 +"Denmark",DK,1998,8.393382099 +"Denmark",DK,1997,8.433844075 +"Denmark",DK,1996,8.449966138 +"Denmark",DK,1995,8.487763471 +"Denmark",DK,1994,8.557267037 +"Denmark",DK,1993,8.607440391 +"Denmark",DK,1992,8.754037278 +"Denmark",DK,1991,8.805926278 +"Denmark",DK,1990,8.861738131 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Republic",DO,2009,17.4260833181068 +"Dominican Republic",DO,2008,16.9845603657222 +"Dominican Republic",DO,2007,15.6827525682464 +"Dominican Republic",DO,2006,14.2795512108313 +"Dominican Republic",DO,2005,13.9643800674476 +"Dominican Republic",DO,2004,14.0354328420395 +"Dominican Republic",DO,2003,9.93245894371821 +"Dominican Republic",DO,2002,7.58074182654473 +"Dominican Republic",DO,2001,7.29773610776823 +"Dominican Republic",DO,2000,7.10120123578727 +"Dominican Republic",DO,1999,6.79334838981255 +"Dominican Republic",DO,1998,6.65889623570932 +"Dominican Republic",DO,1997,6.35010868644762 +"Dominican Republic",DO,1996,5.94451270677234 +"Dominican Republic",DO,1995,5.85198465799451 +"Dominican Republic",DO,1994,5.46063183258686 +"Dominican Republic",DO,1993,5.06119329485103 +"Dominican Republic",DO,1992,4.9346355718562 +"Dominican Republic",DO,1991,4.77877145335505 +"Dominican Republic",DO,1990,2.43506320505986 +"Ecuador",EC,2013,0.551229701780944 +"Ecuador",EC,2012,0.542957116051379 +"Ecuador",EC,2011,0.526181381152404 +"Ecuador",EC,2010,0.508259207034051 +"Ecuador",EC,2009,0.47875129768435 +"Ecuador",EC,2008,0.479382110585122 +"Ecuador",EC,2007,0.42919844736909 +"Ecuador",EC,2006,0.413164759021477 +"Ecuador",EC,2005,0.394313955863164 +"Ecuador",EC,2004,0.37778624445681 +"Ecuador",EC,2003,0.372298935137867 +"Ecuador",EC,2002,0.343348323405467 +"Ecuador",EC,2001,0.311027564865458 +"Ecuador",EC,2000,0.247722489673772 +"Ecuador",EC,1999,0.274547877706579 +"Ecuador",EC,1998,0.377853679322456 +"Ecuador",EC,1997,0.396968192189246 +"Ecuador",EC,1996,0.377360647113019 +"Ecuador",EC,1995,0.378596188258366 +"Ecuador",EC,1994,0.36731786037075 +"Ecuador",EC,1993,0.32616643606446 +"Ecuador",EC,1992,0.325343413215448 +"Ecuador",EC,1991,0.319034801089092 +"Ecuador",EC,1990,0.308367438103753 +"Egypt, Arab Rep.",EG,2013,1.92682927303918 +"Egypt, Arab Rep.",EG,2012,1.79416532034428 +"Egypt, Arab Rep.",EG,2011,1.62482935494312 +"Egypt, Arab Rep.",EG,2010,1.48514843251246 +"Egypt, Arab Rep.",EG,2009,1.36536114919847 +"Egypt, Arab Rep.",EG,2008,1.23768108577527 +"Egypt, Arab Rep.",EG,2007,1.12434502152376 +"Egypt, Arab Rep.",EG,2006,1.02519310235911 +"Egypt, Arab Rep.",EG,2005,0.984259368514087 +"Egypt, Arab Rep.",EG,2004,0.956499115468755 +"Egypt, Arab Rep.",EG,2003,0.88007454353275 +"Egypt, Arab Rep.",EG,2002,0.840641588577176 +"Egypt, Arab Rep.",EG,2001,0.827189335076059 +"Egypt, Arab Rep.",EG,2000,0.830516352665316 +"Egypt, Arab Rep.",EG,1999,0.809514834504309 +"Egypt, Arab Rep.",EG,1998,0.814021870264995 +"Egypt, Arab Rep.",EG,1997,0.792023629296927 +"Egypt, Arab Rep.",EG,1996,0.733227755268535 +"Egypt, Arab Rep.",EG,1995,0.697046705216704 +"Egypt, Arab Rep.",EG,1994,0.638781515273671 +"Egypt, Arab Rep.",EG,1993,0.601527231049273 +"Egypt, Arab Rep.",EG,1992,0.56798426537598 +"Egypt, Arab Rep.",EG,1991,0.485193214580443 +"Egypt, Arab Rep.",EG,1990,0.437880176352688 +"El Salvador",SV,2013,0.492788787047159 +"El Salvador",SV,2012,0.499164744123472 +"El Salvador",SV,2011,0.503038767407179 +"El Salvador",SV,2010,0.485775495501378 +"El Salvador",SV,2009,0.480818442676262 +"El Salvador",SV,2008,0.486919749414794 +"El Salvador",SV,2007,0.471536087506782 +"El Salvador",SV,2006,0.463836639872569 +"El Salvador",SV,2005,0.457778247736535 +"El Salvador",SV,2004,0.452253895700044 +"El Salvador",SV,2003,0.450762301683595 +"El Salvador",SV,2002,0.447190659281081 +"El Salvador",SV,2001,0.448635096495875 +"El Salvador",SV,2000,0.443765942942943 +"El Salvador",SV,1999,0.440020886789235 +"El Salvador",SV,1998,0.444811915198243 +"El Salvador",SV,1997,0.432551550815144 +"El Salvador",SV,1996,0.424932740087037 +"El Salvador",SV,1995,0.405288925102734 +"El Salvador",SV,1994,0.374656095476094 +"El Salvador",SV,1993,0.348172938739615 +"El Salvador",SV,1992,0.328494812693777 +"El Salvador",SV,1991,0.322271749926193 +"El Salvador",SV,1990,0.311741219828683 +"Equatorial Guinea",GQ,2013,301.114940711903 +"Equatorial Guinea",GQ,2012,318.175752545985 +"Equatorial Guinea",GQ,2011,294.571859942474 +"Equatorial Guinea",GQ,2010,244.050552664869 +"Equatorial Guinea",GQ,2009,187.931095198137 +"Equatorial Guinea",GQ,2008,272.25282443106 +"Equatorial Guinea",GQ,2007,220.309597590292 +"Equatorial Guinea",GQ,2006,221.187846228058 +"Equatorial Guinea",GQ,2005,222.583258618834 +"Equatorial Guinea",GQ,2004,144.194637297544 +"Equatorial Guinea",GQ,2003,126.712974579946 +"Equatorial Guinea",GQ,2002,128.422311505777 +"Equatorial Guinea",GQ,2001,132.489781681661 +"Equatorial Guinea",GQ,2000,153.935607548986 +"Equatorial Guinea",GQ,1999,95.5743414447449 +"Equatorial Guinea",GQ,1998,69.6638382100829 +"Equatorial Guinea",GQ,1997,102.901154479262 +"Equatorial Guinea",GQ,1996,120.516364524031 +"Equatorial Guinea",GQ,1995,121.71321100822 +"Equatorial Guinea",GQ,1994,115.391535812859 +"Equatorial Guinea",GQ,1993,94.632583416511 +"Equatorial Guinea",GQ,1992,99.5689700457673 +"Equatorial Guinea",GQ,1991,120.411822989833 +"Equatorial Guinea",GQ,1990,120.136489416823 +"Eritrea",ER,2013,6.99291157808616 +"Eritrea",ER,2012,6.4562441044939 +"Eritrea",ER,2011,5.932087 +"Eritrea",ER,2010,5.34185813138161 +"Eritrea",ER,2009,4.84643467966562 +"Eritrea",ER,2008,3.77178573488208 +"Eritrea",ER,2007,3.31209576189053 +"Eritrea",ER,2006,3.16941364761925 +"Eritrea",ER,2005,2.93267142289142 +"Eritrea",ER,2004,2.81259442912185 +"Eritrea",ER,2003,2.31561341331321 +"Eritrea",ER,2002,1.93789504255218 +"Eritrea",ER,2001,1.69405898424029 +"Eritrea",ER,2000,1.50563205492455 +"Eritrea",ER,1999,1.23218197511345 +"Eritrea",ER,1998,1.22150013687711 +"Eritrea",ER,1997,1.13166418305242 +"Eritrea",ER,1996,1.10795892166073 +"Eritrea",ER,1995,1.03429075819362 +"Eritrea",ER,1994,0.961557448569086 +"Eritrea",ER,1993,0.889216898081667 +"Eritrea",ER,1992,0.923173981092841 +"Estonia",EE,2013,0.555601133 +"Estonia",EE,2012,0.546589864 +"Estonia",EE,2011,0.52407076 +"Estonia",EE,2010,0.523876613 +"Estonia",EE,2009,0.522457213 +"Estonia",EE,2008,0.548811403 +"Estonia",EE,2007,0.555390885 +"Estonia",EE,2006,0.51964733 +"Estonia",EE,2005,0.501982466 +"Estonia",EE,2004,0.486114397 +"Estonia",EE,2003,0.480588403 +"Estonia",EE,2002,0.47739502 +"Estonia",EE,2001,0.476383078 +"Estonia",EE,2000,0.454625435 +"Estonia",EE,1999,0.443908649 +"Estonia",EE,1998,0.429093161 +"Estonia",EE,1997,0.400781347 +"Estonia",EE,1996,0.370372818 +"Estonia",EE,1995,0.304803245 +"Estonia",EE,1994,0.236593961 +"Estonia",EE,1993,0.173002258 +"Ethiopia",ET,2013,6.65855111386745 +"Ethiopia",ET,2012,6.45323566112484 +"Ethiopia",ET,2011,4.919337203074 +"Ethiopia",ET,2010,4.18189164140319 +"Ethiopia",ET,2009,4.17288134404655 +"Ethiopia",ET,2008,3.38775022978704 +"Ethiopia",ET,2007,2.64988599077981 +"Ethiopia",ET,2006,2.32087290944429 +"Ethiopia",ET,2005,2.1444648468106 +"Ethiopia",ET,2004,2.01451080540202 +"Ethiopia",ET,2003,1.99194622831345 +"Ethiopia",ET,2002,1.80161897545659 +"Ethiopia",ET,2001,1.89799470547863 +"Ethiopia",ET,2000,2.05976699555194 +"Ethiopia",ET,1999,1.92456282114031 +"Ethiopia",ET,1998,1.90966743021825 +"Ethiopia",ET,1997,1.93328385482572 +"Ethiopia",ET,1996,1.96249603188514 +"Ethiopia",ET,1995,1.99349434699765 +"Ethiopia",ET,1994,1.80568168923684 +"Ethiopia",ET,1993,1.79152406759561 +"Ethiopia",ET,1992,1.61780097510306 +"Ethiopia",ET,1991,1.43223983118585 +"Ethiopia",ET,1990,1.24258482193157 +"Fiji",FJ,2013,1.03953870473591 +"Fiji",FJ,2012,1.05966102713108 +"Fiji",FJ,2011,1.04235480395861 +"Fiji",FJ,2010,1.00669937547956 +"Fiji",FJ,2009,0.977687440392643 +"Fiji",FJ,2008,0.971877367224461 +"Fiji",FJ,2007,0.977374918154632 +"Fiji",FJ,2006,0.974633974093763 +"Fiji",FJ,2005,0.968509638446512 +"Fiji",FJ,2004,0.935862727198296 +"Fiji",FJ,2003,0.940515875239387 +"Fiji",FJ,2002,0.889244438310764 +"Fiji",FJ,2001,0.873883235590751 +"Fiji",FJ,2000,0.864721581866974 +"Fiji",FJ,1999,0.927724523183316 +"Fiji",FJ,1998,0.880999716191836 +"Fiji",FJ,1997,0.828519631291379 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+"France",FR,2013,0.845264982 +"France",FR,2012,0.857840143 +"France",FR,2011,0.844618179 +"France",FR,2010,0.856771114 +"France",FR,2009,0.857655745 +"France",FR,2008,0.882238939 +"France",FR,2007,0.893732598 +"France",FR,2006,0.901776487 +"France",FR,2005,0.923333793 +"France",FR,2004,0.940399331 +"France",FR,2003,0.937596123 +"France",FR,2002,0.904970377 +"France",FR,2001,0.917724983 +"France",FR,2000,0.937969333 +"France",FR,1999,0.959872028 +"France",FR,1998,0.966951702 +"France",FR,1997,0.974290792 +"France",FR,1996,0.98918319 +"France",FR,1995,0.995312848 +"France",FR,1994,1.003678458 +"France",FR,1993,1.013640879 +"France",FR,1992,1.019931623 +"France",FR,1991,1.023437104 +"France",FR,1990,1.030172514 +"Gabon",GA,2013,296.744088323165 +"Gabon",GA,2012,303.982577560522 +"Gabon",GA,2011,318.155714478371 +"Gabon",GA,2010,282.947251343588 +"Gabon",GA,2009,240.598617906755 +"Gabon",GA,2008,291.126408923328 +"Gabon",GA,2007,236.624535037303 +"Gabon",GA,2006,230.806438247557 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The",GM,2002,7.1112332268235 +"Gambia, The",GM,2001,6.54067254664772 +"Gambia, The",GM,2000,6.57099752576342 +"Gambia, The",GM,1999,6.57500988266055 +"Gambia, The",GM,1998,6.8356159960331 +"Gambia, The",GM,1997,6.55501445053858 +"Gambia, The",GM,1996,7.09108809897084 +"Gambia, The",GM,1995,6.66274334452735 +"Gambia, The",GM,1994,6.5425624798561 +"Gambia, The",GM,1993,6.43832800595957 +"Gambia, The",GM,1992,6.26934858504226 +"Gambia, The",GM,1991,6.28968438579809 +"Gambia, The",GM,1990,2.7765864015403 +"Georgia",GE,2013,0.835631535342516 +"Georgia",GE,2012,0.854025450629408 +"Georgia",GE,2011,0.858816275897075 +"Georgia",GE,2010,0.800670530952081 +"Georgia",GE,2009,0.746693953843058 +"Georgia",GE,2008,0.768003474805461 +"Georgia",GE,2007,0.713553193000364 +"Georgia",GE,2006,0.667845638134726 +"Georgia",GE,2005,0.634531604229031 +"Georgia",GE,2004,0.606839265702227 +"Georgia",GE,2003,0.575367851350827 +"Georgia",GE,2002,0.567404819061311 +"Georgia",GE,2001,0.54391237921742 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+"Germany",DE,1994,1.008222147 +"Germany",DE,1993,1.004635192 +"Germany",DE,1992,0.989133667 +"Germany",DE,1991,0.959853475 +"Germany",DE,1990,0.962097992 +"Ghana",GH,2013,0.907688211138014 +"Ghana",GH,2012,0.791431562450911 +"Ghana",GH,2011,0.69939227708558 +"Ghana",GH,2010,0.631931170526834 +"Ghana",GH,2009,0.549186818923354 +"Ghana",GH,2008,0.474638846694737 +"Ghana",GH,2007,0.402485088706968 +"Ghana",GH,2006,0.355375811663235 +"Ghana",GH,2005,0.202653258348688 +"Ghana",GH,2004,0.181946778494413 +"Ghana",GH,2003,0.163485287802563 +"Ghana",GH,2002,0.129555659143739 +"Ghana",GH,2001,0.107103782515291 +"Ghana",GH,2000,0.0812525463560196 +"Ghana",GH,1999,0.0653183533203483 +"Ghana",GH,1998,0.0581317416317563 +"Ghana",GH,1997,0.0502033761991977 +"Ghana",GH,1996,0.0427490833986314 +"Ghana",GH,1995,0.0311276221301383 +"Ghana",GH,1994,0.0222150300396798 +"Ghana",GH,1993,0.0174341607245199 +"Ghana",GH,1992,0.0135473245253049 +"Ghana",GH,1991,0.0124662990403328 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+"Malaysia",MY,2013,1.42275887579353 +"Malaysia",MY,2012,1.44364894386276 +"Malaysia",MY,2011,1.45927175813657 +"Malaysia",MY,2010,1.4109023965992 +"Malaysia",MY,2009,1.37171624033456 +"Malaysia",MY,2008,1.47065352584428 +"Malaysia",MY,2007,1.35794539572357 +"Malaysia",MY,2006,1.32926441838211 +"Malaysia",MY,2005,1.31766626111788 +"Malaysia",MY,2004,1.24933605825665 +"Malaysia",MY,2003,1.21089228367669 +"Malaysia",MY,2002,1.19558596412349 +"Malaysia",MY,2001,1.17709902982699 +"Malaysia",MY,2000,1.22325377126712 +"Malaysia",MY,1999,1.14935781596418 +"Malaysia",MY,1998,1.16528984690151 +"Malaysia",MY,1997,1.08565822551872 +"Malaysia",MY,1996,1.06717730665675 +"Malaysia",MY,1995,1.04805383444252 +"Malaysia",MY,1994,1.0324293615243 +"Malaysia",MY,1993,1.01441168611074 +"Malaysia",MY,1992,0.998774899192058 +"Malaysia",MY,1991,0.997458771861724 +"Malaysia",MY,1990,0.994863901214186 +"Maldives",MV,2013,8.78726192014505 +"Maldives",MV,2012,8.49762930689248 +"Maldives",MV,2011,8.52679926955032 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Sts.",FM,1990,0.854816025542705 +"Moldova",MD,2013,6.03497475003787 +"Moldova",MD,2012,5.8663183757275 +"Moldova",MD,2011,5.5349509828566 +"Moldova",MD,2010,5.26661780265317 +"Moldova",MD,2009,4.79993060316367 +"Moldova",MD,2008,4.73501452104665 +"Moldova",MD,2007,4.41800231734127 +"Moldova",MD,2006,3.91319624899093 +"Moldova",MD,2005,3.5563553996016 +"Moldova",MD,2004,3.35666373351675 +"Moldova",MD,2003,3.19410716133861 +"Moldova",MD,2002,2.83615858812652 +"Moldova",MD,2001,2.6219681391432 +"Moldova",MD,2000,2.39246241555852 +"Moldova",MD,1999,1.92166575939876 +"Moldova",MD,1998,1.34538560964129 +"Moldova",MD,1997,1.28787611390483 +"Moldova",MD,1996,1.16392000654577 +"Moldova",MD,1995,0.933617419688586 +"Moldova",MD,1994,0.686990410442604 +"Moldova",MD,1993,0.186372400520518 +"Moldova",MD,1992,0.0198669161780417 +"Moldova",MD,1991,0.00194444328676672 +"Moldova",MD,1990,0.000837649482358676 +"Mongolia",MN,2013,655.186074237354 +"Mongolia",MN,2012,593.262245760666 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+"Qatar",QA,2005,1.84311783536904 +"Qatar",QA,2004,1.45731008251058 +"Qatar",QA,2003,1.32383195419767 +"Qatar",QA,2002,1.15229432988495 +"Qatar",QA,2001,1.13580099869301 +"Qatar",QA,2000,1.22218993171154 +"Qatar",QA,1999,0.942333220215922 +"Qatar",QA,1998,0.824842596668737 +"Qatar",QA,1997,1.02157765168107 +"Qatar",QA,1996,1.08334631482724 +"Qatar",QA,1995,1.03423495782598 +"Qatar",QA,1994,0.979731899768303 +"Romania",RO,2013,1.66458123718671 +"Romania",RO,2012,1.61494870095743 +"Romania",RO,2011,1.5914171913144 +"Romania",RO,2010,1.59149804688993 +"Romania",RO,2009,1.58438554725169 +"Romania",RO,2008,1.59682581917499 +"Romania",RO,2007,1.5123600803141 +"Romania",RO,2006,1.43282268578879 +"Romania",RO,2005,1.42301211384499 +"Romania",RO,2004,1.30081026618214 +"Romania",RO,2003,1.18135283981485 +"Romania",RO,2002,0.990624224744861 +"Romania",RO,2001,0.821543007843036 +"Romania",RO,2000,0.632249053648349 +"Romania",RO,1999,0.454727354586227 +"Romania",RO,1998,0.311191221226799 +"Romania",RO,1997,0.20381402355519 +"Romania",RO,1996,0.0840486039296794 +"Romania",RO,1995,0.0591028220735449 +"Romania",RO,1994,0.0446130268138474 +"Romania",RO,1993,0.0190682042200165 +"Romania",RO,1992,0.00596354110225447 +"Romania",RO,1991,0.00203250942235778 +"Romania",RO,1990,0.00071196763982428 +"Russian Federation",RU,2013,19.291385888015 +"Russian Federation",RU,2012,18.4884628 +"Russian Federation",RU,2011,17.34557175 +"Russian Federation",RU,2010,15.83311034 +"Russian Federation",RU,2009,14.03378648 +"Russian Federation",RU,2008,14.34119607 +"Russian Federation",RU,2007,13.98403309 +"Russian Federation",RU,2006,12.61387974 +"Russian Federation",RU,2005,12.7361313 +"Russian Federation",RU,2004,11.55125832 +"Russian Federation",RU,2003,9.866727908 +"Russian Federation",RU,2002,9.273504249 +"Russian Federation",RU,2001,8.315501034 +"Russian Federation",RU,2000,7.301961381 +"Russian Federation",RU,1999,5.539640566 +"Russian Federation",RU,1998,3.257895578 +"Russian Federation",RU,1997,2.776871089 +"Russian Federation",RU,1996,2.454281347 +"Russian Federation",RU,1995,1.713908695 +"Russian Federation",RU,1994,0.717078987127582 +"Russian Federation",RU,1993,0.1797970856864 +"Russian Federation",RU,1992,0.0186347084883701 +"Russian Federation",RU,1991,0.00119840883221064 +"Russian Federation",RU,1990,0.000541548038799435 +"Rwanda",RW,2013,280.275866014118 +"Rwanda",RW,2012,271.508189674358 +"Rwanda",RW,2011,260.751008671238 +"Rwanda",RW,2010,247.996929493728 +"Rwanda",RW,2009,244.587549564978 +"Rwanda",RW,2008,227.755733168393 +"Rwanda",RW,2007,203.164750444638 +"Rwanda",RW,2006,186.525309615456 +"Rwanda",RW,2005,176.234997996441 +"Rwanda",RW,2004,162.929241351643 +"Rwanda",RW,2003,147.290725664354 +"Rwanda",RW,2002,122.447526601829 +"Rwanda",RW,2001,131.295966769828 +"Rwanda",RW,2000,132.989698416203 +"Rwanda",RW,1999,132.276250021164 +"Rwanda",RW,1998,147.744001601408 +"Rwanda",RW,1997,146.091333868546 +"Rwanda",RW,1996,128.527356916663 +"Rwanda",RW,1995,117.984163185547 +"Rwanda",RW,1994,79.6260852476172 +"Rwanda",RW,1993,69.3885754485981 +"Rwanda",RW,1992,62.3883673744697 +"Rwanda",RW,1991,59.4792332549065 +"Rwanda",RW,1990,53.4455860017801 +"Samoa",WS,2013,1.66837459259133 +"Samoa",WS,2012,1.68550838670904 +"Samoa",WS,2011,1.66056811905465 +"Samoa",WS,2010,1.65277072982097 +"Samoa",WS,2009,1.64885255803477 +"Samoa",WS,2008,1.61829363548408 +"Samoa",WS,2007,1.5188629818544 +"Samoa",WS,2006,1.56151068246438 +"Samoa",WS,2005,1.47304832993524 +"Samoa",WS,2004,1.50753181863956 +"Samoa",WS,2003,1.44741216754437 +"Samoa",WS,2002,1.43860430322779 +"Samoa",WS,2001,1.42596857050106 +"Samoa",WS,2000,1.4238897353133 +"Samoa",WS,1999,1.41541241800405 +"Samoa",WS,1998,1.40090690926342 +"Samoa",WS,1997,1.36935719581848 +"Samoa",WS,1996,1.24549867721508 +"Samoa",WS,1995,1.21254098867116 +"Samoa",WS,1994,1.33067975625411 +"Samoa",WS,1993,0.807799161401397 +"Samoa",WS,1992,0.82166744975266 +"Samoa",WS,1991,0.774098372447394 +"Samoa",WS,1990,0.753700858731301 +"San Marino",SM,2011,0.7102569 +"Sao Tome and Principe",ST,2013,9996.79890184665 +"Sao Tome and Principe",ST,2012,9242.86229968959 +"Sao Tome and Principe",ST,2011,8527.15675183766 +"Sao Tome and Principe",ST,2010,7762.75572980338 +"Sao Tome and Principe",ST,2009,7032.35990987763 +"Sao Tome and Principe",ST,2008,6241.97457553921 +"Sao Tome and Principe",ST,2007,5026.59774764982 +"Sao Tome and Principe",ST,2006,4535.92996568185 +"Sao Tome and Principe",ST,2005,4072.61251190376 +"Sao Tome and Principe",ST,2004,3599.44643234133 +"Sao Tome and Principe",ST,2003,3339.80989608683 +"Sao Tome and Principe",ST,2002,2952.38526692503 +"Sao Tome and Principe",ST,2001,2691.01515878337 +"Sao Tome and Principe",ST,2000,2567.81757739851 +"Saudi Arabia",SA,2013,1.80715990471914 +"Saudi Arabia",SA,2012,1.86957643425591 +"Saudi Arabia",SA,2011,1.83701139253662 +"Saudi Arabia",SA,2010,1.60174305819153 +"Saudi Arabia",SA,2009,1.41882763429349 +"Saudi Arabia",SA,2008,1.76395964292468 +"Saudi Arabia",SA,2007,1.5590462042286 +"Saudi Arabia",SA,2006,1.53617767711498 +"Saudi Arabia",SA,2005,1.45765635093963 +"Saudi Arabia",SA,2004,1.27218357867795 +"Saudi Arabia",SA,2003,1.18431260707408 +"Saudi Arabia",SA,2002,1.14272773995443 +"Saudi Arabia",SA,2001,1.12761788388388 +"Saudi Arabia",SA,2000,1.19401567645514 +"Saudi Arabia",SA,1999,1.09385468238584 +"Saudi Arabia",SA,1998,0.99732387196734 +"Saudi Arabia",SA,1997,1.17185120218343 +"Saudi Arabia",SA,1996,1.16917942941155 +"Saudi Arabia",SA,1995,1.1115082983691 +"Saudi Arabia",SA,1994,1.0721037544637 +"Saudi Arabia",SA,1993,1.08431094561232 +"Saudi Arabia",SA,1992,1.14533142297616 +"Saudi Arabia",SA,1991,1.18099931969411 +"Saudi Arabia",SA,1990,1.18367420350745 +"Senegal",SN,2013,230.62281867909 +"Senegal",SN,2012,236.106341867359 +"Senegal",SN,2011,236.287125919422 +"Senegal",SN,2010,231.375363639768 +"Senegal",SN,2009,230.668724641087 +"Senegal",SN,2008,235.930297278936 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Leone",SL,1996,280.733231827261 +"Sierra Leone",SL,1995,220.59606836074 +"Sierra Leone",SL,1994,168.566974107979 +"Sierra Leone",SL,1993,137.649602866046 +"Sierra Leone",SL,1992,111.198966192545 +"Sierra Leone",SL,1991,62.4837226449823 +"Sierra Leone",SL,1990,28.2194412102929 +"Singapore",SG,2013,0.876674367993535 +"Singapore",SG,2012,0.888613005659467 +"Singapore",SG,2011,0.891483855125981 +"Singapore",SG,2010,0.902421273377708 +"Singapore",SG,2009,0.913905241349212 +"Singapore",SG,2008,0.889779020871123 +"Singapore",SG,2007,0.920678640107303 +"Singapore",SG,2006,0.892894472153573 +"Singapore",SG,2005,0.904774067987183 +"Singapore",SG,2004,0.913544360869238 +"Singapore",SG,2003,0.900378321614679 +"Singapore",SG,2002,0.934278597165518 +"Singapore",SG,2001,0.960608210271099 +"Singapore",SG,2000,1.00502647257067 +"Singapore",SG,1999,0.990883865636467 +"Singapore",SG,1998,1.04584473135638 +"Singapore",SG,1997,1.07173581262061 +"Singapore",SG,1996,1.07900583467782 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Republic",SK,1995,0.433802541 +"Slovak Republic",SK,1994,0.402991453 +"Slovak Republic",SK,1993,0.362781649 +"Slovak Republic",SK,1992,0.321943581 +"Slovenia",SI,2013,0.604971146 +"Slovenia",SI,2012,0.615012611 +"Slovenia",SI,2011,0.625435584 +"Slovenia",SI,2010,0.641362814 +"Slovenia",SI,2009,0.642009198 +"Slovenia",SI,2008,0.634347254 +"Slovenia",SI,2007,0.629831981 +"Slovenia",SI,2006,0.607147182 +"Slovenia",SI,2005,0.611602841 +"Slovenia",SI,2004,0.611070711 +"Slovenia",SI,2003,0.614817603 +"Slovenia",SI,2002,0.588416996 +"Slovenia",SI,2001,0.564680454 +"Slovenia",SI,2000,0.531089196 +"Slovenia",SI,1999,0.510587261 +"Slovenia",SI,1998,0.484732532 +"Slovenia",SI,1997,0.461652702 +"Slovenia",SI,1996,0.4344968 +"Slovenia",SI,1995,0.400057902 +"Slovenia",SI,1994,0.325669002 +"Slovenia",SI,1993,0.271314039 +"Slovenia",SI,1992,0.20263535 +"Slovenia",SI,1991,0.067252176 +"Slovenia",SI,1990,0.035648624 +"Solomon Islands",SB,2013,6.89479910913193 +"Solomon Islands",SB,2012,6.55150341147634 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Sudan",SS,2013,1.51877451453389 +"South Sudan",SS,2012,1.53168582410153 +"South Sudan",SS,2011,1.464513 +"South Sudan",SS,2010,0.969706990776369 +"South Sudan",SS,2009,0.807047592198506 +"South Sudan",SS,2008,0.983493555621294 +"Spain",ES,2013,0.683110158 +"Spain",ES,2012,0.698540207 +"Spain",ES,2011,0.705441124 +"Spain",ES,2010,0.717282949 +"Spain",ES,2009,0.70674807 +"Spain",ES,2008,0.720129261 +"Spain",ES,2007,0.729088336 +"Spain",ES,2006,0.734868577 +"Spain",ES,2005,0.764910563 +"Spain",ES,2004,0.759546136 +"Spain",ES,2003,0.752640162 +"Spain",ES,2002,0.733398551 +"Spain",ES,2001,0.73912031 +"Spain",ES,2000,0.733231171 +"Spain",ES,1999,0.732681857 +"Spain",ES,1998,0.718865717 +"Spain",ES,1997,0.719572166 +"Spain",ES,1996,0.718491199 +"Spain",ES,1995,0.710883206 +"Spain",ES,1994,0.6915949 +"Spain",ES,1993,0.679937018 +"Spain",ES,1992,0.665904422 +"Spain",ES,1991,0.638257853 +"Spain",ES,1990,0.616716978 +"Sri Lanka",LK,2013,43.4854790492373 +"Sri Lanka",LK,2012,41.3555128807005 +"Sri Lanka",LK,2011,38.6537812868387 +"Sri Lanka",LK,2010,36.5749106689314 +"Sri Lanka",LK,2009,34.5048295860213 +"Sri Lanka",LK,2008,32.8455067868688 +"Sri Lanka",LK,2007,28.7802462688556 +"Sri Lanka",LK,2006,25.9125018589424 +"Sri Lanka",LK,2005,24.0021484684934 +"Sri Lanka",LK,2004,22.4366991251068 +"Sri Lanka",LK,2003,21.1882534860294 +"Sri Lanka",LK,2002,20.5523067261437 +"Sri Lanka",LK,2001,18.6630435688037 +"Sri Lanka",LK,2000,16.7933192479644 +"Sri Lanka",LK,1999,16.0109354128914 +"Sri Lanka",LK,1998,15.5911197729114 +"Sri Lanka",LK,1997,14.4305887961043 +"Sri Lanka",LK,1996,13.4762143477509 +"Sri Lanka",LK,1995,12.382359711472 +"Sri Lanka",LK,1994,11.5649532382 +"Sri Lanka",LK,1993,10.7593547544101 +"Sri Lanka",LK,1992,10.0248258830363 +"Sri Lanka",LK,1991,9.37213717721391 +"Sri Lanka",LK,1990,8.75294117412767 +"St. Kitts and Nevis",KN,2013,1.78346944321882 +"St. Kitts and Nevis",KN,2012,1.80261494059441 +"St. Kitts and Nevis",KN,2011,1.80297614307666 +"St. Kitts and 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Lucia",LC,2013,1.88659999212263 +"St. Lucia",LC,2012,1.85916564824669 +"St. Lucia",LC,2011,1.84360345694315 +"St. Lucia",LC,2010,1.83818781164181 +"St. Lucia",LC,2009,1.74120717346727 +"St. Lucia",LC,2008,1.75842044817994 +"St. Lucia",LC,2007,1.81068084684905 +"St. Lucia",LC,2006,1.72643495074291 +"St. Lucia",LC,2005,1.68833071414215 +"St. Lucia",LC,2004,1.6213859606529 +"St. Lucia",LC,2003,1.639679433882 +"St. Lucia",LC,2002,1.61381618358275 +"St. Lucia",LC,2001,1.63127006622421 +"St. Lucia",LC,2000,1.69830433117627 +"St. Lucia",LC,1999,1.60850079591804 +"St. Lucia",LC,1998,1.58565804913283 +"St. Lucia",LC,1997,1.56697599181302 +"St. Lucia",LC,1996,1.49964921186621 +"St. Lucia",LC,1995,1.59389949955219 +"St. Lucia",LC,1994,1.55108099688969 +"St. Lucia",LC,1993,1.52727094935952 +"St. Lucia",LC,1992,1.55814959137469 +"St. Lucia",LC,1991,1.53957658905111 +"St. Lucia",LC,1990,1.50346525778512 +"St. Vincent and the Grenadines",VC,2013,1.66923977059237 +"St. Vincent and the 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+"Tonga",TO,2005,1.12865556317676 +"Tonga",TO,2004,1.10320625377147 +"Tonga",TO,2003,1.07479246691074 +"Tonga",TO,2002,1.00264234463962 +"Tonga",TO,2001,0.935782246485388 +"Tonga",TO,2000,0.927168795010003 +"Tonga",TO,1999,0.919976590594835 +"Tonga",TO,1998,0.8766499532785 +"Tonga",TO,1997,0.866721315746415 +"Tonga",TO,1996,0.888513211802626 +"Tonga",TO,1995,0.861020971931417 +"Tonga",TO,1994,0.905981304645645 +"Tonga",TO,1993,0.727536308701685 +"Tonga",TO,1992,0.744382125665287 +"Tonga",TO,1991,0.708587416221412 +"Tonga",TO,1990,0.668802015463516 +"Trinidad and Tobago",TT,2013,3.8551951065089 +"Trinidad and Tobago",TT,2012,3.770848004857 +"Trinidad and Tobago",TT,2011,3.93782384551744 +"Trinidad and Tobago",TT,2010,3.43866845426139 +"Trinidad and Tobago",TT,2009,3.22441807521862 +"Trinidad and Tobago",TT,2008,4.49068840680912 +"Trinidad and Tobago",TT,2007,3.69762650815179 +"Trinidad and Tobago",TT,2006,3.36686820708783 +"Trinidad and Tobago",TT,2005,3.42746774009971 +"Trinidad and Tobago",TT,2004,3.01621181112888 +"Trinidad and Tobago",TT,2003,2.91421012869285 +"Trinidad and Tobago",TT,2002,2.70684715232004 +"Trinidad and Tobago",TT,2001,2.90096855616526 +"Trinidad and Tobago",TT,2000,2.88433721517259 +"Trinidad and Tobago",TT,1999,2.61409172238393 +"Trinidad and Tobago",TT,1998,2.4565600201326 +"Trinidad and Tobago",TT,1997,2.5218549592212 +"Trinidad and Tobago",TT,1996,2.54031267536008 +"Trinidad and Tobago",TT,1995,2.46406957769634 +"Trinidad and Tobago",TT,1994,2.41820845892257 +"Trinidad and Tobago",TT,1993,2.14057340206758 +"Trinidad and Tobago",TT,1992,2.06990116755569 +"Trinidad and Tobago",TT,1991,2.01851586065978 +"Trinidad and Tobago",TT,1990,2.02366974301074 +"Tunisia",TN,2013,0.63043927950418 +"Tunisia",TN,2012,0.607047905840356 +"Tunisia",TN,2011,0.592142375780858 +"Tunisia",TN,2010,0.591082641886557 +"Tunisia",TN,2009,0.570031438436493 +"Tunisia",TN,2008,0.560667049271222 +"Tunisia",TN,2007,0.53995272329756 +"Tunisia",TN,2006,0.540452452992215 +"Tunisia",TN,2005,0.53855650274358 +"Tunisia",TN,2004,0.535316539840007 +"Tunisia",TN,2003,0.529080677698612 +"Tunisia",TN,2002,0.52891803517152 +"Tunisia",TN,2001,0.527079450721083 +"Tunisia",TN,2000,0.520820126486149 +"Tunisia",TN,1999,0.515757614919613 +"Tunisia",TN,1998,0.506127903121611 +"Tunisia",TN,1997,0.495409545195123 +"Tunisia",TN,1996,0.441562343041599 +"Tunisia",TN,1995,0.43083965619499 +"Tunisia",TN,1994,0.417494981596565 +"Tunisia",TN,1993,0.407900914512514 +"Tunisia",TN,1992,0.398906206111794 +"Tunisia",TN,1991,0.386032921065532 +"Tunisia",TN,1990,0.372611270837884 +"Turkey",TR,2013,1.098200201 +"Turkey",TR,2012,1.052822596 +"Turkey",TR,2011,0.986931813 +"Turkey",TR,2010,0.940526674 +"Turkey",TR,2009,0.908653516 +"Turkey",TR,2008,0.890060184 +"Turkey",TR,2007,0.864925952 +"Turkey",TR,2006,0.846460881 +"Turkey",TR,2005,0.830639604 +"Turkey",TR,2004,0.812513137 +"Turkey",TR,2003,0.773158804 +"Turkey",TR,2002,0.612620155 +"Turkey",TR,2001,0.427736194 +"Turkey",TR,2000,0.282463981 +"Turkey",TR,1999,0.202023471 +"Turkey",TR,1998,0.131106421 +"Turkey",TR,1997,0.075890432 +"Turkey",TR,1996,0.042638185 +"Turkey",TR,1995,0.02453006 +"Turkey",TR,1994,0.013377023 +"Turkey",TR,1993,0.006617334 +"Turkey",TR,1992,0.004038144 +"Turkey",TR,1991,0.002522729 +"Turkey",TR,1990,0.001641058 +"Turkmenistan",TM,2013,1.62538072447722 +"Turkmenistan",TM,2012,1.52736903116735 +"Turkmenistan",TM,2011,1.43611 +"Turkmenistan",TM,2010,1.27373038321967 +"Turkmenistan",TM,2009,1.28501487800069 +"Turkmenistan",TM,2008,1.18000461256033 +"Turkmenistan",TM,2007,0.752926240588652 +"Turkmenistan",TM,2006,0.707491403424768 +"Turkmenistan",TM,2005,0.649594339503485 +"Turkmenistan",TM,2004,0.626471486208183 +"Turkmenistan",TM,2003,0.543891536215108 +"Turkmenistan",TM,2002,0.43626691473512 +"Turkmenistan",TM,2001,0.353934727529027 +"Turkmenistan",TM,2000,0.273586345022047 +"Turkmenistan",TM,1999,0.226653256730053 +"Turkmenistan",TM,1998,0.186891506442634 +"Turkmenistan",TM,1997,0.16060482757397 +"Turkmenistan",TM,1996,0.101002437334208 +"Turkmenistan",TM,1995,0.00922976039176516 +"Turkmenistan",TM,1994,0.00116945022912122 +"Turkmenistan",TM,1993,0.000113492513196171 +"Turkmenistan",TM,1992,9.41634598935469E-06 +"Turkmenistan",TM,1991,3.00972090956062E-07 +"Turkmenistan",TM,1990,1.53359846876863E-07 +"Turks and Caicos Islands",TC,2011,1.10024635397759 +"Tuvalu",TV,2013,1.10263231726998 +"Tuvalu",TV,2012,1.09980339493761 +"Tuvalu",TV,2011,1.10992627187568 +"Tuvalu",TV,2010,1.11838038568719 +"Tuvalu",TV,2009,1.10293780876978 +"Tuvalu",TV,2008,1.10402374763652 +"Tuvalu",TV,2007,1.08702301644404 +"Tuvalu",TV,2006,1.1174757157437 +"Tuvalu",TV,2005,1.10618591782154 +"Tuvalu",TV,2004,1.12492765650337 +"Tuvalu",TV,2003,1.09454385447512 +"Tuvalu",TV,2002,1.09176057268978 +"Tuvalu",TV,2001,1.07293105419466 +"Tuvalu",TV,2000,1.03609529317887 +"Tuvalu",TV,1999,0.939242951560004 +"Tuvalu",TV,1998,0.897734871136556 +"Tuvalu",TV,1997,0.883268221340857 +"Tuvalu",TV,1996,0.910347356224596 +"Tuvalu",TV,1995,0.822534609824353 +"Tuvalu",TV,1994,0.798598024144347 +"Tuvalu",TV,1993,0.855456838005123 +"Tuvalu",TV,1992,0.854092790033695 +"Tuvalu",TV,1991,0.81380018323806 +"Tuvalu",TV,1990,0.819102865865772 +"Uganda",UG,2013,1047.01738494971 +"Uganda",UG,2012,1016.81140063194 +"Uganda",UG,2011,833.540477569221 +"Uganda",UG,2010,810.121784374208 +"Uganda",UG,2009,748.566617610315 +"Uganda",UG,2008,658.539870786259 +"Uganda",UG,2007,631.081443334375 +"Uganda",UG,2006,603.709114504759 +"Uganda",UG,2005,607.645429463801 +"Uganda",UG,2004,638.308012324444 +"Uganda",UG,2003,567.401247207308 +"Uganda",UG,2002,536.803699730337 +"Uganda",UG,2001,562.880349239614 +"Uganda",UG,2000,550.727056441094 +"Uganda",UG,1999,506.924023591936 +"Uganda",UG,1998,514.763287570121 +"Uganda",UG,1997,478.322754550169 +"Uganda",UG,1996,471.945704948708 +"Uganda",UG,1995,459.534549880921 +"Uganda",UG,1994,428.912831825557 +"Uganda",UG,1993,409.947846522039 +"Uganda",UG,1992,322.518873513576 +"Uganda",UG,1991,227.393067184081 +"Uganda",UG,1990,186.425277933193 +"Ukraine",UA,2013,3.63866684586866 +"Ukraine",UA,2012,3.64911975663597 +"Ukraine",UA,2011,3.43429756338812 +"Ukraine",UA,2010,3.06579574972055 +"Ukraine",UA,2009,2.72823817510983 +"Ukraine",UA,2008,2.43181505813811 +"Ukraine",UA,2007,1.92772249277902 +"Ukraine",UA,2006,1.61228503212102 +"Ukraine",UA,2005,1.44660612694692 +"Ukraine",UA,2004,1.19880944310179 +"Ukraine",UA,2003,1.06963582248928 +"Ukraine",UA,2002,1.00808492790006 +"Ukraine",UA,2001,0.973680939152701 +"Ukraine",UA,2000,0.905758505807465 +"Ukraine",UA,1999,0.752464975174632 +"Ukraine",UA,1998,0.599087437832837 +"Ukraine",UA,1997,0.540643394832336 +"Ukraine",UA,1996,0.465765274848096 +"Ukraine",UA,1995,0.285444475233857 +"Ukraine",UA,1994,0.0564945608107754 +"Ukraine",UA,1993,0.00547666390730984 +"Ukraine",UA,1992,0.000163245692907213 +"Ukraine",UA,1991,8.97076138608159E-06 +"Ukraine",UA,1990,4.73787917429444E-06 +"United Arab Emirates",AE,2013,2.58961507162031 +"United Arab Emirates",AE,2012,2.55847754326561 +"United Arab Emirates",AE,2011,2.54430863442172 +"United Arab Emirates",AE,2010,2.24232871143007 +"United Arab Emirates",AE,2009,2.04481873698547 +"United Arab Emirates",AE,2008,2.42985950033728 +"United Arab Emirates",AE,2007,2.08948713475468 +"United Arab Emirates",AE,2006,1.90617762311738 +"United Arab Emirates",AE,2005,1.75492321298763 +"United Arab Emirates",AE,2004,1.55448593993746 +"United Arab Emirates",AE,2003,1.47204950873655 +"United Arab Emirates",AE,2002,1.44263993375132 +"United Arab Emirates",AE,2001,1.41154629988371 +"United Arab Emirates",AE,2000,1.47842627735239 +"United Arab Emirates",AE,1999,1.35665870606272 +"United Arab Emirates",AE,1998,1.26893876728073 +"United Arab Emirates",AE,1997,1.33969939027969 +"United Arab Emirates",AE,1996,1.37585510149219 +"United Arab Emirates",AE,1995,1.32446729885405 +"United Arab Emirates",AE,1994,1.30127496131566 +"United Arab Emirates",AE,1993,1.33241181727998 +"United Arab Emirates",AE,1992,1.34694570687691 +"United Arab Emirates",AE,1991,1.35321557700767 +"United Arab Emirates",AE,1990,1.3868340185338 +"United Kingdom",GB,2013,0.695153288 +"United Kingdom",GB,2012,0.703499046 +"United Kingdom",GB,2011,0.698150981 +"United Kingdom",GB,2010,0.691126195 +"United Kingdom",GB,2009,0.65343188 +"United Kingdom",GB,2008,0.650842945 +"United Kingdom",GB,2007,0.645910471 +"United Kingdom",GB,2006,0.626037667 +"United Kingdom",GB,2005,0.636173112 +"United Kingdom",GB,2004,0.632796965 +"United Kingdom",GB,2003,0.640702319 +"United Kingdom",GB,2002,0.627627428 +"United Kingdom",GB,2001,0.626132897 +"United Kingdom",GB,2000,0.635241494 +"United Kingdom",GB,1999,0.652644358 +"United Kingdom",GB,1998,0.645013398 +"United Kingdom",GB,1997,0.634993953 +"United Kingdom",GB,1996,0.641829141 +"United Kingdom",GB,1995,0.641657456 +"United Kingdom",GB,1994,0.639656346 +"United Kingdom",GB,1993,0.645778536 +"United Kingdom",GB,1992,0.648870687 +"United Kingdom",GB,1991,0.644908302 +"United Kingdom",GB,1990,0.624452488 +"United States",US,2013,1 +"United States",US,2012,1 +"United States",US,2011,1 +"United States",US,2010,1 +"United States",US,2009,1 +"United States",US,2008,1 +"United States",US,2007,1 +"United States",US,2006,1 +"United States",US,2005,1 +"United States",US,2004,1 +"United States",US,2003,1 +"United States",US,2002,1 +"United States",US,2001,1 +"United States",US,2000,1 +"United States",US,1999,1 +"United States",US,1998,1 +"United States",US,1997,1 +"United States",US,1996,1 +"United States",US,1995,1 +"United States",US,1994,1 +"United States",US,1993,1 +"United States",US,1992,1 +"United States",US,1991,1 +"United States",US,1990,1 +"Uruguay",UY,2013,17.0911017303159 +"Uruguay",UY,2012,16.1179946007893 +"Uruguay",UY,2011,15.2816800263708 +"Uruguay",UY,2010,14.3121611776973 +"Uruguay",UY,2009,13.8430318306002 +"Uruguay",UY,2008,13.2145634390636 +"Uruguay",UY,2007,12.4690554392267 +"Uruguay",UY,2006,11.6997048947336 +"Uruguay",UY,2005,11.3197199225164 +"Uruguay",UY,2004,11.605216610166 +"Uruguay",UY,2003,10.8297152423202 +"Uruguay",UY,2002,9.47778955677123 +"Uruguay",UY,2001,8.54512471645327 +"Uruguay",UY,2000,8.33732443305941 +"Uruguay",UY,1999,8.23587230923508 +"Uruguay",UY,1998,8.00736716099736 +"Uruguay",UY,1997,7.20229549904225 +"Uruguay",UY,1996,5.74673290392831 +"Uruguay",UY,1995,4.62816090449462 +"Uruguay",UY,1994,3.34977128192674 +"Uruguay",UY,1993,2.46185316089792 +"Uruguay",UY,1992,1.70475525373737 +"Uruguay",UY,1991,1.09234209630111 +"Uruguay",UY,1990,0.562007441862397 +"Uzbekistan",UZ,2013,761.298587927845 +"Uzbekistan",UZ,2012,678.306338978424 +"Uzbekistan",UZ,2011,600.5793 +"Uzbekistan",UZ,2010,532.683820821609 +"Uzbekistan",UZ,2009,451.030755222696 +"Uzbekistan",UZ,2008,376.38815021489 +"Uzbekistan",UZ,2007,319.995664442444 +"Uzbekistan",UZ,2006,264.913369545408 +"Uzbekistan",UZ,2005,224.736179446549 +"Uzbekistan",UZ,2004,191.116612954702 +"Uzbekistan",UZ,2003,169.691108024802 +"Uzbekistan",UZ,2002,136.575678854928 +"Uzbekistan",UZ,2001,95.3397531695874 +"Uzbekistan",UZ,2000,67.1611657967162 +"Uzbekistan",UZ,1999,46.6211953458746 +"Uzbekistan",UZ,1998,32.8130211374577 +"Uzbekistan",UZ,1997,23.8628943905792 +"Uzbekistan",UZ,1996,14.6149398418397 +"Uzbekistan",UZ,1995,8.19656246880157 +"Uzbekistan",UZ,1994,1.77679438274289 +"Uzbekistan",UZ,1993,0.135555104496448 +"Uzbekistan",UZ,1992,0.0117725924967588 +"Uzbekistan",UZ,1991,0.00148262068325291 +"Uzbekistan",UZ,1990,0.000803122897612742 +"Vanuatu",VU,2013,100.269432257281 +"Vanuatu",VU,2012,99.1275147280881 +"Vanuatu",VU,2011,100.511043256852 +"Vanuatu",VU,2010,99.4863236672413 +"Vanuatu",VU,2009,98.1424236051218 +"Vanuatu",VU,2008,96.6746815584065 +"Vanuatu",VU,2007,91.8179592505609 +"Vanuatu",VU,2006,89.3768822308493 +"Vanuatu",VU,2005,88.6872257844524 +"Vanuatu",VU,2004,91.1557799786721 +"Vanuatu",VU,2003,91.713952586356 +"Vanuatu",VU,2002,92.8102262608365 +"Vanuatu",VU,2001,91.6828033599803 +"Vanuatu",VU,2000,90.4054566209072 +"Vanuatu",VU,1999,90.4893346348678 +"Vanuatu",VU,1998,89.0464294826184 +"Vanuatu",VU,1997,83.2236539343954 +"Vanuatu",VU,1996,82.0483778599415 +"Vanuatu",VU,1995,81.8435479882622 +"Vanuatu",VU,1994,82.1448569346422 +"Vanuatu",VU,1993,81.966604600881 +"Vanuatu",VU,1992,82.2350944102349 +"Vanuatu",VU,1991,81.8367926863972 +"Vanuatu",VU,1990,76.6577139379196 +"Venezuela, RB",VE,2013,4.79056251978667 +"Venezuela, RB",VE,2012,3.03995748422107 +"Venezuela, RB",VE,2011,2.71320495429051 +"Venezuela, RB",VE,2010,2.1608884166489 +"Venezuela, RB",VE,2009,1.49880022009885 +"Venezuela, RB",VE,2008,1.40090295275717 +"Venezuela, RB",VE,2007,1.09729057475771 +"Venezuela, RB",VE,2006,0.975799525805212 +"Venezuela, RB",VE,2005,0.853055321258671 +"Venezuela, RB",VE,2004,0.679375957141433 +"Venezuela, RB",VE,2003,0.521106426409215 +"Venezuela, RB",VE,2002,0.393891810764873 +"Venezuela, RB",VE,2001,0.300651328190836 +"Venezuela, RB",VE,2000,0.284728993467251 +"Venezuela, RB",VE,1999,0.224961564315237 +"Venezuela, RB",VE,1998,0.180820285576734 +"Venezuela, RB",VE,1997,0.153739721495133 +"Venezuela, RB",VE,1996,0.11297873861458 +"Venezuela, RB",VE,1995,0.0533756503692571 +"Venezuela, RB",VE,1994,0.0359054841845112 +"Venezuela, RB",VE,1993,0.0225108829128004 +"Venezuela, RB",VE,1992,0.0175070240234844 +"Venezuela, RB",VE,1991,0.0139626823280855 +"Venezuela, RB",VE,1990,0.0118778402115265 +"Vietnam",VN,2013,7546.47601794861 +"Vietnam",VN,2012,7310.692387766 +"Vietnam",VN,2011,6709.19157781948 +"Vietnam",VN,2010,5647.04717691369 +"Vietnam",VN,2009,5100.43518873326 +"Vietnam",VN,2008,4839.81324324711 +"Vietnam",VN,2007,4021.40325013548 +"Vietnam",VN,2006,3765.95694696956 +"Vietnam",VN,2005,3575.32903979461 +"Vietnam",VN,2004,3379.31994813078 +"Vietnam",VN,2003,3178.6918445373 +"Vietnam",VN,2002,3033.11433001621 +"Vietnam",VN,2001,2934.61515601878 +"Vietnam",VN,2000,2923.1931018472 +"Vietnam",VN,1999,2679.18581014522 +"Vietnam",VN,1998,2570.14954991156 +"Vietnam",VN,1997,2387.06205842518 +"Vietnam",VN,1996,2277.85876994121 +"Vietnam",VN,1995,2133.7999627816 +"Vietnam",VN,1994,1861.20124748744 +"Vietnam",VN,1993,1625.22126432441 +"Vietnam",VN,1992,1417.15017793722 +"Vietnam",VN,1991,1092.87522366038 +"Vietnam",VN,1990,654.379164654194 +"West Bank and Gaza",PS,2012,2.18039969722891 +"West Bank and Gaza",PS,2011,2.18886922390197 +"West Bank and Gaza",PS,2010,2.1388634494284 +"West Bank and Gaza",PS,2009,1.90851359828393 +"West Bank and Gaza",PS,2008,1.91916104263658 +"West Bank and Gaza",PS,2007,1.71201643882654 +"West Bank and Gaza",PS,2006,1.67080109328636 +"West Bank and Gaza",PS,2005,1.62858466828527 +"West Bank and Gaza",PS,2004,1.66876633918961 +"West Bank and Gaza",PS,2003,1.73410605764215 +"West Bank and Gaza",PS,2002,1.80708151274021 +"West Bank and Gaza",PS,2001,1.80790725950488 +"West Bank and Gaza",PS,2000,1.80671938553213 +"West Bank and Gaza",PS,1999,1.67318224747668 +"West Bank and Gaza",PS,1998,1.75015291590466 +"West Bank and Gaza",PS,1997,1.8695738816061 +"West Bank and Gaza",PS,1996,1.97756312953013 +"West Bank and Gaza",PS,1995,1.96227749217244 +"West Bank and Gaza",PS,1994,1.85856544565286 +"Yemen, Rep.",YE,2013,79.9522678900932 +"Yemen, Rep.",YE,2012,75.2051856290766 +"Yemen, Rep.",YE,2011,75.8181353838568 +"Yemen, Rep.",YE,2010,67.1126900870829 +"Yemen, Rep.",YE,2009,59.703484864328 +"Yemen, Rep.",YE,2008,65.9115177865967 +"Yemen, Rep.",YE,2007,58.6900838534723 +"Yemen, Rep.",YE,2006,45.9076211112146 +"Yemen, Rep.",YE,2005,41.6577832791155 +"Yemen, Rep.",YE,2004,36.2749786770355 +"Yemen, Rep.",YE,2003,32.6619322454607 +"Yemen, Rep.",YE,2002,30.0407966807575 +"Yemen, Rep.",YE,2001,28.057369155686 +"Yemen, Rep.",YE,2000,27.9288204376012 +"Yemen, Rep.",YE,1999,23.1587707657324 +"Yemen, Rep.",YE,1998,17.6008860760388 +"Yemen, Rep.",YE,1997,19.4112712515275 +"Yemen, Rep.",YE,1996,17.4289106554081 +"Yemen, Rep.",YE,1995,12.9754569723846 +"Yemen, Rep.",YE,1994,9.0888425495285 +"Yemen, Rep.",YE,1993,7.68468113023003 +"Yemen, Rep.",YE,1992,6.76066872864197 +"Yemen, Rep.",YE,1991,6.11005948826378 +"Yemen, Rep.",YE,1990,5.63659817577082 +"Zambia",ZM,2013,2.53583574021866 +"Zambia",ZM,2012,2.43603363977139 +"Zambia",ZM,2011,2.37838033316456 +"Zambia",ZM,2010,2.17546439084307 +"Zambia",ZM,2009,1.93253039820801 +"Zambia",ZM,2008,1.84517591609849 +"Zambia",ZM,2007,1.6999015733007 +"Zambia",ZM,2006,1.54485552689146 +"Zambia",ZM,2005,1.39017170989629 +"Zambia",ZM,2004,1.230083358957 +"Zambia",ZM,2003,1.05572403259806 +"Zambia",ZM,2002,0.915557647633518 +"Zambia",ZM,2001,0.778622398877532 +"Zambia",ZM,2000,0.635400225473674 +"Zambia",ZM,1999,0.490056977046951 +"Zambia",ZM,1998,0.421519758701141 +"Zambia",ZM,1997,0.364471191535105 +"Zambia",ZM,1996,0.295642318979018 +"Zambia",ZM,1995,0.242084476114336 +"Zambia",ZM,1994,0.189217550097038 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+"Zimbabwe",ZW,1991,0.462547039217783 +"Zimbabwe",ZW,1990,0.512624071958158 diff --git a/datapackage.json b/datapackage.json new file mode 100644 index 0000000..5b3eb02 --- /dev/null +++ b/datapackage.json @@ -0,0 +1,44 @@ +{ + "name": "ppp", + "title": "Purchasing power parity (PPP)", + "version": "0.1.0", + "license": "ODC-PDDL-1.0", + "sources": [ + { + "name": "World Bank, International Comparison Program database", + "web": "http://data.worldbank.org/indicator/PA.NUS.PPP" + } + ], + "resources": [ + { + "name": "ppp-gdp", + "path": "data/ppp-gdp.csv", + "format": "csv", + "mediatype": "text/csv", + "schema": { + "fields": [ + { + "name": "Country Name", + "type": "string", + "description": "" + }, + { + "name": "Country ID", + "type": "string", + "description": "ISO 3166-1 alpha-2 code" + }, + { + "name": "Year", + "type": "date", + "description": "YYYY" + }, + { + "name": "PPP", + "type": "number", + "description": "PPP conversion factor, GDP (LCU per international $)" + } + ] + } + } + ] +} diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..88184d4 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,3 @@ +# pip requirements file +requests +lxml diff --git a/scripts/process.py b/scripts/process.py new file mode 100755 index 0000000..0e9b3ae --- /dev/null +++ b/scripts/process.py @@ -0,0 +1,157 @@ +#!/usr/bin/env python + +from __future__ import print_function + +import logging + +from os import path, makedirs, listdir +from StringIO import StringIO +from re import sub + +# External modules. +from lxml import etree +from requests import get + +logger = logging.getLogger() + +class WorldBankAPIXML: + ''' + The World Bank API: + * Returns a status of 200 if a requested page is out of range + * Does not provide a next link etc. + ''' + def __init__(self, endpoint): + self.base_url = 'http://api.worldbank.org' + self.endpoint = '/'.join([self.base_url, endpoint]) + self.payload = { 'format': 'xml', 'page': 1, 'per_page': 100 } + self.pages = 0 + + def get_page(self, page): + self.payload['page'] = page + res = get(self.endpoint, params=self.payload) + return res.content + + def get_pages(self, content): + tree = etree.fromstring(content) + pages = tree.get('pages') + return int(pages) + + def list(self): + content = self.get_page(1) + self.pages = self.get_pages(content) + return content if self.pages > 0 else None + + def list_next(self): + next_page = self.payload['page'] + 1 + return self.get_page(next_page) if next_page <= self.pages else None + +class CountriesEndpoint: + '''The World Bank API: Countries Endpoint''' + def __init__(self): + self.endpoint = 'countries' + self.tag = '{http://www.worldbank.org}country' + self.ns = {'wb': 'http://www.worldbank.org'} + + def get_context(self, xml): + io = StringIO(xml) + return etree.iterparse(io, events=('end',), tag=self.tag) + + def get_region(self, element): + return element.find('wb:region', namespaces=self.ns).attrib['id'] + + def get_name(self, element): + return element.find('wb:name', namespaces=self.ns).text + + def get_id(self, element): + return element.attrib['id'] + + def get_country(self, element): + country = [] + if self.get_region(element) != 'NA': + # A "country" with a region of NA is itself a region. + country.append(self.get_id(element)) + country.append(self.get_name(element)) + return country + + def list_all(self, **kwargs): + wb = WorldBankAPIXML(self.endpoint) + content = wb.list() + while content: + context = self.get_context(content) + for event, element in context: + country = self.get_country(element) + if country: + yield country + content = wb.list_next() + +def setup(): + if not path.exists('tmp'): + makedirs('tmp') + if not path.exists('data'): + makedirs('data') + +def dash_separate(string): + return sub(r'[\s\_\']', '-', sub(r'[\(\)\.\,]', '', string)).lower() + +def retrieve_indicator(id, name, indicator): + ''' + Retrieve and save indicator XML files + 1. Build an endpoint string from an ISO-3 code and indicator + 2. Retrieve the XML data + 3. Build a filename string from a country name + 4. Save the XML data to a file + ''' + endpoint = '/'.join(['countries', id, 'indicators', indicator]) + wb = WorldBankAPIXML(endpoint) + content = wb.get_page(1) + filename = dash_separate(name) + '.xml' + dest = path.join('tmp', filename) + with open(dest, 'wb') as file: + logger.info("Writing {filename}".format(filename=filename)) + file.write(content) + +def retrieve(): + ''' + Retrieve our data from the World Bank API + 1. Retrieve ISO-3 codes and country names + 2. Retrieve and save indicator XML files + ''' + indicator = 'pa.nus.ppp' + for id, name in CountriesEndpoint().list_all(): + retrieve_indicator(id, name, indicator) + +def xml_to_csv(): + ''' + Transform all the XML files in a directory to CSV-like strings. + ''' + xslt = path.join('scripts/xslt', 'pa-nus-ppp.xslt') + xslt_root = etree.parse(xslt) + transform = etree.XSLT(xslt_root) + for filename in listdir('tmp'): + if filename.endswith('.xml'): + xml = path.join('tmp', filename) + doc = etree.parse(xml) + result_tree = transform(doc) + yield unicode(result_tree) + +def extract(): + ''' + Extract data from the source data files in `./tmp` and write to `./data` + ''' + filename = 'ppp-gdp.csv' + dest = path.join('data', filename) + header = 'Country,Country ID,Year,PPP' + with open(dest, 'wb') as file: + logger.info("Writing {filename}".format(filename=filename)) + print(header, file=file) + for data in xml_to_csv(): + file.write(data) + +def process(): + setup() + retrieve() + extract() + +if __name__ == '__main__': + logging.basicConfig(level=logging.INFO, format='%(message)s') + process() diff --git a/scripts/xslt/pa-nus-ppp.xslt b/scripts/xslt/pa-nus-ppp.xslt new file mode 100644 index 0000000..4cd80f5 --- /dev/null +++ b/scripts/xslt/pa-nus-ppp.xslt @@ -0,0 +1,25 @@ + + + + + + + + + + + + + + + + + + + + + + + + +