{ "cells": [ { "cell_type": "markdown", "id": "efca4acd", "metadata": {}, "source": [ "# Trade Balance in Constant Dollars\n", "# Merchandise Exports by the reporting economy (current US$)\n", "\n", "# Merchandise Imports by the reporting economy (current US$)\n", "\n", "## Evaluando, reflexionando y eligiendo desde el OpenSource del World Bank el indicador adecuado para mi modelo econométrico.\n", "\n", "- **Balanza comercial**: Este es el indicador más directo del balance comercial y mide la diferencia entre el valor de las exportaciones y las importaciones de bienes y servicios de un país, se relaciona directamente con el rendimiento económico y se usa frecuentemente en estudios macroeconómicos para evaluar su impacto sobre el crecimiento económico.\n", "\n", "- **Balanza comercial en dólares constantes**: Esta sería la diferencia entre las exportaciones e importaciones totales, ajustadas por inflación, para reflejar los valores en términos de poder adquisitivo de 2015. Al usar dólares constantes, elimina el efecto de la inflación y permite una comparación más precisa a lo largo del tiempo.\n", "\n", "- **Merchandise exports by the reporting economy (current US$)** - Esta definición es más específica ya que menciona explícitamente que las cifras son \"por la economía informante\". Esto puede ser útil en análisis donde se necesite claridad sobre el origen de los datos y asegurar que las cifras son directamente reportadas y responsabilidad de la economía en cuestión.\n", "\n", "- **Merchandise imports (current US$)** - Esta versión es más genérica y no especifica que los datos son reportados por la economía que los exporta o importa. Puede ser adecuada en contextos donde esta especificación no es necesaria o se entiende implícitamente." ] }, { "cell_type": "code", "execution_count": 1, "id": "440d5c49", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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Country NameCountry Code19601961196219631964196519661967...2011201220132014201520162017201820192020
0ArubaABWNaNNaNNaNNaNNaNNaNNaNNaN...1.513181e+081.729558e+081.677532e+081.108347e+087.944976e+079.412868e+078.883333e+076.947037e+077.993916e+076.593088e+07
1Africa Eastern and SouthernAFE2.049750e+092.219050e+092.429081e+093.044970e+094.201710e+094.246613e+094.685426e+094.622531e+09...2.472424e+112.331999e+112.409864e+112.350270e+111.815689e+111.688813e+111.894711e+112.120827e+112.018696e+111.805332e+11
2AfghanistanAFG4.990000e+075.340000e+075.890000e+077.010000e+076.960000e+076.950000e+077.160000e+076.640700e+07...3.758462e+083.057951e+083.739582e+084.147592e+085.714050e+085.020890e+084.039419e+088.751810e+088.638333e+087.767222e+08
3Africa Western and CentralAFW1.310590e+091.473200e+091.430600e+091.618818e+091.898239e+091.988011e+092.269276e+092.241315e+09...2.068950e+111.907473e+111.798086e+111.777340e+111.239600e+119.691105e+101.144913e+111.402509e+111.366931e+111.152706e+11
4AngolaAGO1.233000e+081.337000e+081.477000e+081.635000e+082.041000e+081.980000e+082.203000e+082.365000e+08...6.210830e+106.719688e+106.480733e+105.731671e+103.286447e+102.745009e+103.370670e+104.052652e+103.150775e+101.449064e+10
..................................................................
261KosovoXKXNaNNaNNaNNaNNaNNaNNaNNaN...5.750600e+074.805292e+075.072707e+074.441171e+083.739951e+083.425713e+084.282678e+084.321833e+084.273658e+085.441640e+08
262Yemen, Rep.YEMNaNNaNNaNNaNNaNNaNNaNNaN...6.900012e+097.023357e+097.119917e+092.505970e+091.821994e+083.176184e+079.845927e+074.401752e+072.710848e+073.235092e+07
263South AfricaZAF1.091250e+091.219750e+091.356680e+091.419670e+091.676410e+091.673213e+091.844997e+092.104806e+09...1.088130e+119.955344e+109.595546e+109.116359e+108.148796e+107.491304e+108.942043e+109.432824e+108.996710e+108.587749e+10
264ZambiaZMBNaNNaNNaNNaN4.674000e+085.318000e+086.902000e+086.575250e+08...8.822848e+099.362268e+091.058508e+109.693309e+097.039254e+096.507521e+098.245593e+099.052148e+097.302285e+097.816242e+09
265ZimbabweZWENaNNaNNaNNaN3.321000e+084.355000e+081.966290e+08NaN...3.120189e+094.125525e+094.067502e+093.871652e+093.410762e+093.341423e+092.955083e+093.443911e+093.568094e+094.395102e+09
\n", "

266 rows × 63 columns

\n", "
" ], "text/plain": [ " Country Name Country Code 1960 1961 \\\n", "0 Aruba ABW NaN NaN \n", "1 Africa Eastern and Southern AFE 2.049750e+09 2.219050e+09 \n", "2 Afghanistan AFG 4.990000e+07 5.340000e+07 \n", "3 Africa Western and Central AFW 1.310590e+09 1.473200e+09 \n", "4 Angola AGO 1.233000e+08 1.337000e+08 \n", ".. ... ... ... ... \n", "261 Kosovo XKX NaN NaN \n", "262 Yemen, Rep. YEM NaN NaN \n", "263 South Africa ZAF 1.091250e+09 1.219750e+09 \n", "264 Zambia ZMB NaN NaN \n", "265 Zimbabwe ZWE NaN NaN \n", "\n", " 1962 1963 1964 1965 1966 \\\n", "0 NaN NaN NaN NaN NaN \n", "1 2.429081e+09 3.044970e+09 4.201710e+09 4.246613e+09 4.685426e+09 \n", "2 5.890000e+07 7.010000e+07 6.960000e+07 6.950000e+07 7.160000e+07 \n", "3 1.430600e+09 1.618818e+09 1.898239e+09 1.988011e+09 2.269276e+09 \n", "4 1.477000e+08 1.635000e+08 2.041000e+08 1.980000e+08 2.203000e+08 \n", ".. ... ... ... ... ... \n", "261 NaN NaN NaN NaN NaN \n", "262 NaN NaN NaN NaN NaN \n", "263 1.356680e+09 1.419670e+09 1.676410e+09 1.673213e+09 1.844997e+09 \n", "264 NaN NaN 4.674000e+08 5.318000e+08 6.902000e+08 \n", "265 NaN NaN 3.321000e+08 4.355000e+08 1.966290e+08 \n", "\n", " 1967 ... 2011 2012 2013 \\\n", "0 NaN ... 1.513181e+08 1.729558e+08 1.677532e+08 \n", "1 4.622531e+09 ... 2.472424e+11 2.331999e+11 2.409864e+11 \n", "2 6.640700e+07 ... 3.758462e+08 3.057951e+08 3.739582e+08 \n", "3 2.241315e+09 ... 2.068950e+11 1.907473e+11 1.798086e+11 \n", "4 2.365000e+08 ... 6.210830e+10 6.719688e+10 6.480733e+10 \n", ".. ... ... ... ... ... \n", "261 NaN ... 5.750600e+07 4.805292e+07 5.072707e+07 \n", "262 NaN ... 6.900012e+09 7.023357e+09 7.119917e+09 \n", "263 2.104806e+09 ... 1.088130e+11 9.955344e+10 9.595546e+10 \n", "264 6.575250e+08 ... 8.822848e+09 9.362268e+09 1.058508e+10 \n", "265 NaN ... 3.120189e+09 4.125525e+09 4.067502e+09 \n", "\n", " 2014 2015 2016 2017 2018 \\\n", "0 1.108347e+08 7.944976e+07 9.412868e+07 8.883333e+07 6.947037e+07 \n", "1 2.350270e+11 1.815689e+11 1.688813e+11 1.894711e+11 2.120827e+11 \n", "2 4.147592e+08 5.714050e+08 5.020890e+08 4.039419e+08 8.751810e+08 \n", "3 1.777340e+11 1.239600e+11 9.691105e+10 1.144913e+11 1.402509e+11 \n", "4 5.731671e+10 3.286447e+10 2.745009e+10 3.370670e+10 4.052652e+10 \n", ".. ... ... ... ... ... \n", "261 4.441171e+08 3.739951e+08 3.425713e+08 4.282678e+08 4.321833e+08 \n", "262 2.505970e+09 1.821994e+08 3.176184e+07 9.845927e+07 4.401752e+07 \n", "263 9.116359e+10 8.148796e+10 7.491304e+10 8.942043e+10 9.432824e+10 \n", "264 9.693309e+09 7.039254e+09 6.507521e+09 8.245593e+09 9.052148e+09 \n", "265 3.871652e+09 3.410762e+09 3.341423e+09 2.955083e+09 3.443911e+09 \n", "\n", " 2019 2020 \n", "0 7.993916e+07 6.593088e+07 \n", "1 2.018696e+11 1.805332e+11 \n", "2 8.638333e+08 7.767222e+08 \n", "3 1.366931e+11 1.152706e+11 \n", "4 3.150775e+10 1.449064e+10 \n", ".. ... ... \n", "261 4.273658e+08 5.441640e+08 \n", "262 2.710848e+07 3.235092e+07 \n", "263 8.996710e+10 8.587749e+10 \n", "264 7.302285e+09 7.816242e+09 \n", "265 3.568094e+09 4.395102e+09 \n", "\n", "[266 rows x 63 columns]" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "exports = pd.read_excel('Exports.xlsx')\n", "exports" ] }, { "cell_type": "code", "execution_count": 2, "id": "793e0ace", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 266 entries, 0 to 265\n", "Data columns (total 63 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 Country Name 266 non-null object \n", " 1 Country Code 266 non-null object \n", " 2 1960 150 non-null float64\n", " 3 1961 152 non-null float64\n", " 4 1962 148 non-null float64\n", " 5 1963 158 non-null float64\n", " 6 1964 164 non-null float64\n", " 7 1965 163 non-null float64\n", " 8 1966 166 non-null float64\n", " 9 1967 167 non-null float64\n", " 10 1968 169 non-null float64\n", " 11 1969 169 non-null float64\n", " 12 1970 176 non-null float64\n", " 13 1971 173 non-null float64\n", " 14 1972 176 non-null float64\n", " 15 1973 179 non-null float64\n", " 16 1974 177 non-null float64\n", " 17 1975 175 non-null float64\n", " 18 1976 176 non-null float64\n", " 19 1977 177 non-null float64\n", " 20 1978 176 non-null float64\n", " 21 1979 176 non-null float64\n", " 22 1980 175 non-null float64\n", " 23 1981 202 non-null float64\n", " 24 1982 202 non-null float64\n", " 25 1983 202 non-null float64\n", " 26 1984 202 non-null float64\n", " 27 1985 202 non-null float64\n", " 28 1986 202 non-null float64\n", " 29 1987 202 non-null float64\n", " 30 1988 202 non-null float64\n", " 31 1989 202 non-null float64\n", " 32 1990 203 non-null float64\n", " 33 1991 203 non-null float64\n", " 34 1992 218 non-null float64\n", " 35 1993 224 non-null float64\n", " 36 1994 224 non-null float64\n", " 37 1995 225 non-null float64\n", " 38 1996 225 non-null float64\n", " 39 1997 227 non-null float64\n", " 40 1998 227 non-null float64\n", " 41 1999 227 non-null float64\n", " 42 2000 246 non-null float64\n", " 43 2001 246 non-null float64\n", " 44 2002 247 non-null float64\n", " 45 2003 247 non-null float64\n", " 46 2004 247 non-null float64\n", " 47 2005 247 non-null float64\n", " 48 2006 249 non-null float64\n", " 49 2007 250 non-null float64\n", " 50 2008 250 non-null float64\n", " 51 2009 250 non-null float64\n", " 52 2010 252 non-null float64\n", " 53 2011 252 non-null float64\n", " 54 2012 253 non-null float64\n", " 55 2013 253 non-null float64\n", " 56 2014 253 non-null float64\n", " 57 2015 253 non-null float64\n", " 58 2016 253 non-null float64\n", " 59 2017 253 non-null float64\n", " 60 2018 253 non-null float64\n", " 61 2019 253 non-null float64\n", " 62 2020 253 non-null float64\n", "dtypes: float64(61), object(2)\n", "memory usage: 131.0+ KB\n" ] }, { "data": { "text/plain": [ "( 1960 1961 1962 1963 1964 \\\n", " count 1.500000e+02 1.520000e+02 1.480000e+02 1.580000e+02 1.640000e+02 \n", " mean 5.108349e+09 5.340462e+09 5.664385e+09 5.862127e+09 6.526828e+09 \n", " std 1.510388e+10 1.589296e+10 1.676303e+10 1.779399e+10 1.989320e+10 \n", " min 1.000000e+05 1.000000e+05 4.910000e+05 5.900000e+05 1.000000e+05 \n", " 25% 8.520000e+07 7.912500e+07 9.015000e+07 8.637500e+07 9.490000e+07 \n", " 50% 4.775500e+08 4.851000e+08 5.288500e+08 4.533000e+08 5.264500e+08 \n", " 75% 2.416025e+09 2.403825e+09 2.349445e+09 2.668780e+09 3.544104e+09 \n", " max 1.005241e+11 1.061559e+11 1.101299e+11 1.209788e+11 1.389875e+11 \n", " \n", " 1965 1966 1967 1968 1969 \\\n", " count 1.630000e+02 1.660000e+02 1.670000e+02 1.690000e+02 1.690000e+02 \n", " mean 7.094563e+09 7.735697e+09 8.140845e+09 9.107810e+09 1.028958e+10 \n", " std 2.171207e+10 2.395164e+10 2.527498e+10 2.856887e+10 3.279598e+10 \n", " min 1.000000e+05 1.197000e+06 2.630000e+05 1.790000e+05 1.570000e+05 \n", " 25% 1.061500e+08 1.094750e+08 1.086325e+08 1.132260e+08 1.269140e+08 \n", " 50% 5.756000e+08 6.238500e+08 6.575250e+08 7.332000e+08 8.225900e+08 \n", " 75% 3.571374e+09 4.014338e+09 3.975238e+09 4.013000e+09 4.636900e+09 \n", " max 1.504346e+11 1.672310e+11 1.770790e+11 2.009158e+11 2.280845e+11 \n", " \n", " ... 2011 2012 2013 2014 \\\n", " count ... 2.520000e+02 2.530000e+02 2.530000e+02 2.530000e+02 \n", " mean ... 5.933855e+11 5.982143e+11 6.115449e+11 6.155888e+11 \n", " std ... 1.959241e+12 1.967880e+12 2.016054e+12 2.031296e+12 \n", " min ... 9.034540e+05 1.188960e+05 1.774510e+06 7.962062e+06 \n", " 25% ... 1.300940e+09 1.313405e+09 1.480031e+09 1.519287e+09 \n", " 50% ... 1.320252e+10 1.181458e+10 1.266717e+10 1.383533e+10 \n", " 75% ... 2.117989e+11 2.219421e+11 2.240437e+11 2.246950e+11 \n", " max ... 1.784974e+13 1.803289e+13 1.841212e+13 1.849465e+13 \n", " \n", " 2015 2016 2017 2018 2019 \\\n", " count 2.530000e+02 2.530000e+02 2.530000e+02 2.530000e+02 2.530000e+02 \n", " mean 5.356811e+11 5.164182e+11 5.720272e+11 6.328567e+11 6.175940e+11 \n", " std 1.786726e+12 1.732794e+12 1.911087e+12 2.101786e+12 2.048338e+12 \n", " min 2.618275e+06 1.195900e+06 1.319999e+06 1.315295e+07 2.736243e+06 \n", " 25% 1.166023e+09 1.047647e+09 1.258944e+09 1.327104e+09 1.186708e+09 \n", " 50% 1.143201e+10 1.044931e+10 1.131338e+10 1.273927e+10 1.318349e+10 \n", " 75% 1.659507e+11 1.688813e+11 1.894711e+11 2.120827e+11 2.018696e+11 \n", " max 1.611482e+13 1.555249e+13 1.718128e+13 1.894828e+13 1.842902e+13 \n", " \n", " 2020 \n", " count 2.530000e+02 \n", " mean 5.747621e+11 \n", " std 1.908092e+12 \n", " min 2.887389e+06 \n", " 25% 1.398212e+09 \n", " 50% 1.179740e+10 \n", " 75% 1.919840e+11 \n", " max 1.702951e+13 \n", " \n", " [8 rows x 61 columns],\n", " None)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "exports_info = exports.info()\n", "exports_description = exports.describe()\n", "\n", "exports_description, exports_info" ] }, { "cell_type": "code", "execution_count": 3, "id": "4d328d43", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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Country NameCountry Code19601961196219631964196519661967...2011201220132014201520162017201820192020
0ArubaABWNaNNaNNaNNaNNaNNaNNaNNaN...1.282987e+091.257447e+091.302976e+091.261562e+091.165332e+091.131130e+091.194930e+091.255958e+091.313962e+099.393194e+08
1Africa Eastern and SouthernAFE1.066900e+091.110900e+091.225500e+091.560200e+092.303387e+092.545310e+092.537040e+092.465620e+09...2.576098e+112.761990e+112.823739e+112.842020e+112.594315e+112.180266e+112.351739e+112.494184e+112.478835e+112.146773e+11
2AfghanistanAFGNaNNaNNaNNaN1.404000e+081.293000e+08NaN1.383640e+08...6.420926e+096.225887e+098.571831e+097.708525e+097.729833e+091.255370e+101.350807e+107.406558e+096.776116e+096.537616e+09
3Africa Western and CentralAFW1.515620e+091.698900e+091.681100e+091.834909e+092.037040e+092.217077e+092.270363e+092.303680e+09...1.189750e+111.155367e+111.325875e+111.385514e+111.152219e+111.010185e+111.042667e+111.135799e+111.167659e+111.140349e+11
4AngolaAGO1.275000e+081.136000e+081.351000e+081.466000e+081.638000e+081.947000e+082.084000e+082.745000e+08...2.083462e+102.880575e+102.681418e+102.881350e+102.158451e+101.437361e+101.549030e+101.383986e+101.471979e+101.078506e+10
..................................................................
261KosovoXKXNaNNaNNaNNaNNaNNaNNaNNaN...1.320145e+081.220335e+081.322082e+083.349878e+092.905280e+093.088371e+093.456639e+093.932410e+093.910021e+093.780596e+09
262Yemen, Rep.YEMNaNNaNNaNNaNNaNNaNNaNNaN...1.004500e+101.127822e+101.329180e+101.207947e+103.744384e+093.156035e+093.215142e+093.311986e+094.719996e+094.715099e+09
263South AfricaZAFNaNNaNNaNNaNNaNNaNNaNNaN...1.088470e+111.103890e+111.096960e+111.058870e+119.054633e+107.949032e+108.809766e+109.869548e+109.337409e+107.268008e+10
264ZambiaZMBNaNNaNNaNNaN2.171473e+082.936000e+083.427000e+084.236464e+08...7.268802e+098.790480e+091.018546e+109.706950e+098.481879e+097.556332e+098.694718e+099.462052e+097.221290e+095.318717e+09
265ZimbabweZWENaNNaNNaNNaN3.368200e+083.664100e+089.798000e+07NaN...4.857106e+094.894077e+094.972878e+094.747277e+094.437821e+094.232734e+094.394196e+094.695843e+094.019478e+094.461040e+09
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266 rows × 63 columns

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" ], "text/plain": [ " Country Name Country Code 1960 1961 \\\n", "0 Aruba ABW NaN NaN \n", "1 Africa Eastern and Southern AFE 1.066900e+09 1.110900e+09 \n", "2 Afghanistan AFG NaN NaN \n", "3 Africa Western and Central AFW 1.515620e+09 1.698900e+09 \n", "4 Angola AGO 1.275000e+08 1.136000e+08 \n", ".. ... ... ... ... \n", "261 Kosovo XKX NaN NaN \n", "262 Yemen, Rep. YEM NaN NaN \n", "263 South Africa ZAF NaN NaN \n", "264 Zambia ZMB NaN NaN \n", "265 Zimbabwe ZWE NaN NaN \n", "\n", " 1962 1963 1964 1965 1966 \\\n", "0 NaN NaN NaN NaN NaN \n", "1 1.225500e+09 1.560200e+09 2.303387e+09 2.545310e+09 2.537040e+09 \n", "2 NaN NaN 1.404000e+08 1.293000e+08 NaN \n", "3 1.681100e+09 1.834909e+09 2.037040e+09 2.217077e+09 2.270363e+09 \n", "4 1.351000e+08 1.466000e+08 1.638000e+08 1.947000e+08 2.084000e+08 \n", ".. ... ... ... ... ... \n", "261 NaN NaN NaN NaN NaN \n", "262 NaN NaN NaN NaN NaN \n", "263 NaN NaN NaN NaN NaN \n", "264 NaN NaN 2.171473e+08 2.936000e+08 3.427000e+08 \n", "265 NaN NaN 3.368200e+08 3.664100e+08 9.798000e+07 \n", "\n", " 1967 ... 2011 2012 2013 \\\n", "0 NaN ... 1.282987e+09 1.257447e+09 1.302976e+09 \n", "1 2.465620e+09 ... 2.576098e+11 2.761990e+11 2.823739e+11 \n", "2 1.383640e+08 ... 6.420926e+09 6.225887e+09 8.571831e+09 \n", "3 2.303680e+09 ... 1.189750e+11 1.155367e+11 1.325875e+11 \n", "4 2.745000e+08 ... 2.083462e+10 2.880575e+10 2.681418e+10 \n", ".. ... ... ... ... ... \n", "261 NaN ... 1.320145e+08 1.220335e+08 1.322082e+08 \n", "262 NaN ... 1.004500e+10 1.127822e+10 1.329180e+10 \n", "263 NaN ... 1.088470e+11 1.103890e+11 1.096960e+11 \n", "264 4.236464e+08 ... 7.268802e+09 8.790480e+09 1.018546e+10 \n", "265 NaN ... 4.857106e+09 4.894077e+09 4.972878e+09 \n", "\n", " 2014 2015 2016 2017 2018 \\\n", "0 1.261562e+09 1.165332e+09 1.131130e+09 1.194930e+09 1.255958e+09 \n", "1 2.842020e+11 2.594315e+11 2.180266e+11 2.351739e+11 2.494184e+11 \n", "2 7.708525e+09 7.729833e+09 1.255370e+10 1.350807e+10 7.406558e+09 \n", "3 1.385514e+11 1.152219e+11 1.010185e+11 1.042667e+11 1.135799e+11 \n", "4 2.881350e+10 2.158451e+10 1.437361e+10 1.549030e+10 1.383986e+10 \n", ".. ... ... ... ... ... \n", "261 3.349878e+09 2.905280e+09 3.088371e+09 3.456639e+09 3.932410e+09 \n", "262 1.207947e+10 3.744384e+09 3.156035e+09 3.215142e+09 3.311986e+09 \n", "263 1.058870e+11 9.054633e+10 7.949032e+10 8.809766e+10 9.869548e+10 \n", "264 9.706950e+09 8.481879e+09 7.556332e+09 8.694718e+09 9.462052e+09 \n", "265 4.747277e+09 4.437821e+09 4.232734e+09 4.394196e+09 4.695843e+09 \n", "\n", " 2019 2020 \n", "0 1.313962e+09 9.393194e+08 \n", "1 2.478835e+11 2.146773e+11 \n", "2 6.776116e+09 6.537616e+09 \n", "3 1.167659e+11 1.140349e+11 \n", "4 1.471979e+10 1.078506e+10 \n", ".. ... ... \n", "261 3.910021e+09 3.780596e+09 \n", "262 4.719996e+09 4.715099e+09 \n", "263 9.337409e+10 7.268008e+10 \n", "264 7.221290e+09 5.318717e+09 \n", "265 4.019478e+09 4.461040e+09 \n", "\n", "[266 rows x 63 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "imports = pd.read_excel('Imports.xlsx')\n", "imports" ] }, { "cell_type": "code", "execution_count": 4, "id": "92d96cf1", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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1960196119621963196419651966196719681969...2011201220132014201520162017201820192020
count1.470000e+021.500000e+021.480000e+021.590000e+021.660000e+021.630000e+021.660000e+021.670000e+021.700000e+021.710000e+02...2.520000e+022.530000e+022.530000e+022.530000e+022.530000e+022.530000e+022.530000e+022.530000e+022.530000e+022.530000e+02
mean5.587472e+095.781255e+096.082438e+096.208627e+096.762294e+097.421865e+098.089234e+098.479596e+099.368949e+091.059672e+10...5.937388e+115.990045e+116.124340e+116.152329e+115.352266e+115.205904e+115.797515e+116.404924e+116.227470e+115.753324e+11
std1.587518e+101.657109e+101.784301e+101.897844e+102.095798e+102.307526e+102.551837e+102.676188e+103.015089e+103.467551e+10...1.996519e+122.002919e+122.033219e+122.045017e+121.786950e+121.749003e+121.937039e+122.137770e+122.076440e+121.922212e+12
min4.000000e+053.000000e+051.000000e+054.900000e+069.000000e+058.000000e+055.400000e+067.400000e+067.600000e+063.700000e+06...2.071577e+072.911181e+076.525971e+076.619124e+075.023890e+073.926889e+075.060385e+074.637095e+075.081304e+073.695421e+07
25%1.210600e+081.125500e+081.238500e+081.107500e+081.175750e+081.359500e+081.391000e+081.515000e+081.608412e+081.700245e+08...3.285336e+093.260801e+093.422222e+093.580226e+092.972413e+092.934612e+093.456639e+093.311986e+093.541011e+093.598377e+09
50%6.437000e+086.725000e+086.408000e+085.914000e+085.820500e+086.035000e+087.170000e+086.906000e+087.252700e+087.564700e+08...1.731080e+101.757148e+101.845913e+101.897305e+101.644966e+101.495915e+101.667348e+101.813058e+101.803442e+101.601195e+10
75%2.709010e+093.092350e+092.906600e+093.299150e+093.694590e+093.939197e+094.032008e+094.292868e+094.571484e+095.064497e+09...2.088838e+111.992170e+112.086685e+112.235560e+111.824040e+111.847500e+112.237070e+112.311520e+112.103450e+112.070920e+11
max1.061510e+111.115177e+111.173602e+111.285711e+111.454162e+111.574486e+111.756524e+111.856638e+112.104670e+112.399105e+11...1.803424e+131.826694e+131.856752e+131.867265e+131.635613e+131.593260e+131.761270e+131.939540e+131.884309e+131.739263e+13
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8 rows × 61 columns

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" ], "text/plain": [ " 1960 1961 1962 1963 1964 \\\n", "count 1.470000e+02 1.500000e+02 1.480000e+02 1.590000e+02 1.660000e+02 \n", "mean 5.587472e+09 5.781255e+09 6.082438e+09 6.208627e+09 6.762294e+09 \n", "std 1.587518e+10 1.657109e+10 1.784301e+10 1.897844e+10 2.095798e+10 \n", "min 4.000000e+05 3.000000e+05 1.000000e+05 4.900000e+06 9.000000e+05 \n", "25% 1.210600e+08 1.125500e+08 1.238500e+08 1.107500e+08 1.175750e+08 \n", "50% 6.437000e+08 6.725000e+08 6.408000e+08 5.914000e+08 5.820500e+08 \n", "75% 2.709010e+09 3.092350e+09 2.906600e+09 3.299150e+09 3.694590e+09 \n", "max 1.061510e+11 1.115177e+11 1.173602e+11 1.285711e+11 1.454162e+11 \n", "\n", " 1965 1966 1967 1968 1969 \\\n", "count 1.630000e+02 1.660000e+02 1.670000e+02 1.700000e+02 1.710000e+02 \n", "mean 7.421865e+09 8.089234e+09 8.479596e+09 9.368949e+09 1.059672e+10 \n", "std 2.307526e+10 2.551837e+10 2.676188e+10 3.015089e+10 3.467551e+10 \n", "min 8.000000e+05 5.400000e+06 7.400000e+06 7.600000e+06 3.700000e+06 \n", "25% 1.359500e+08 1.391000e+08 1.515000e+08 1.608412e+08 1.700245e+08 \n", "50% 6.035000e+08 7.170000e+08 6.906000e+08 7.252700e+08 7.564700e+08 \n", "75% 3.939197e+09 4.032008e+09 4.292868e+09 4.571484e+09 5.064497e+09 \n", "max 1.574486e+11 1.756524e+11 1.856638e+11 2.104670e+11 2.399105e+11 \n", "\n", " ... 2011 2012 2013 2014 \\\n", "count ... 2.520000e+02 2.530000e+02 2.530000e+02 2.530000e+02 \n", "mean ... 5.937388e+11 5.990045e+11 6.124340e+11 6.152329e+11 \n", "std ... 1.996519e+12 2.002919e+12 2.033219e+12 2.045017e+12 \n", "min ... 2.071577e+07 2.911181e+07 6.525971e+07 6.619124e+07 \n", "25% ... 3.285336e+09 3.260801e+09 3.422222e+09 3.580226e+09 \n", "50% ... 1.731080e+10 1.757148e+10 1.845913e+10 1.897305e+10 \n", "75% ... 2.088838e+11 1.992170e+11 2.086685e+11 2.235560e+11 \n", "max ... 1.803424e+13 1.826694e+13 1.856752e+13 1.867265e+13 \n", "\n", " 2015 2016 2017 2018 2019 \\\n", "count 2.530000e+02 2.530000e+02 2.530000e+02 2.530000e+02 2.530000e+02 \n", "mean 5.352266e+11 5.205904e+11 5.797515e+11 6.404924e+11 6.227470e+11 \n", "std 1.786950e+12 1.749003e+12 1.937039e+12 2.137770e+12 2.076440e+12 \n", "min 5.023890e+07 3.926889e+07 5.060385e+07 4.637095e+07 5.081304e+07 \n", "25% 2.972413e+09 2.934612e+09 3.456639e+09 3.311986e+09 3.541011e+09 \n", "50% 1.644966e+10 1.495915e+10 1.667348e+10 1.813058e+10 1.803442e+10 \n", "75% 1.824040e+11 1.847500e+11 2.237070e+11 2.311520e+11 2.103450e+11 \n", "max 1.635613e+13 1.593260e+13 1.761270e+13 1.939540e+13 1.884309e+13 \n", "\n", " 2020 \n", "count 2.530000e+02 \n", "mean 5.753324e+11 \n", "std 1.922212e+12 \n", "min 3.695421e+07 \n", "25% 3.598377e+09 \n", "50% 1.601195e+10 \n", "75% 2.070920e+11 \n", "max 1.739263e+13 \n", "\n", "[8 rows x 61 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imports_description = imports.describe()\n", "imports_description" ] }, { "cell_type": "markdown", "id": "4424ac09", "metadata": {}, "source": [ "# Balances Comerciales | Trade = X - M" ] }, { "cell_type": "code", "execution_count": 5, "id": "7e9a602b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Country NameCountry Code19601961196219631964196519661967...2011201220132014201520162017201820192020
0ArubaABWNaNNaNNaNNaNNaNNaNNaNNaN...-1.131669e+09-1.084492e+09-1.135223e+09-1.150727e+09-1.085882e+09-1.037002e+09-1.106097e+09-1.186487e+09-1.234023e+09-8.733885e+08
1Africa Eastern and SouthernAFE982850000.01.108150e+091.203581e+091.484770e+091.898323e+091.701303e+092.148386e+092.156911e+09...-1.036745e+10-4.299912e+10-4.138752e+10-4.917498e+10-7.786256e+10-4.914525e+10-4.570281e+10-3.733567e+10-4.601392e+10-3.414409e+10
2AfghanistanAFGNaNNaNNaNNaN-7.080000e+07-5.980000e+07NaN-7.195700e+07...-6.045079e+09-5.920092e+09-8.197873e+09-7.293765e+09-7.158428e+09-1.205161e+10-1.310412e+10-6.531377e+09-5.912283e+09-5.760894e+09
3Africa Western and CentralAFW-205030000.0-2.257000e+08-2.505000e+08-2.160910e+08-1.388010e+08-2.290660e+08-1.087000e+06-6.236500e+07...8.792000e+107.521064e+104.722105e+103.918255e+108.738147e+09-4.107410e+091.022465e+102.667099e+101.992712e+101.235659e+09
4AngolaAGO-4200000.02.010000e+071.260000e+071.690000e+074.030000e+073.300000e+061.190000e+07-3.800000e+07...4.127368e+103.839113e+103.799315e+102.850321e+101.127996e+101.307648e+101.821640e+102.668666e+101.678795e+103.705576e+09
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5 rows × 63 columns

\n", "
" ], "text/plain": [ " Country Name Country Code 1960 1961 \\\n", "0 Aruba ABW NaN NaN \n", "1 Africa Eastern and Southern AFE 982850000.0 1.108150e+09 \n", "2 Afghanistan AFG NaN NaN \n", "3 Africa Western and Central AFW -205030000.0 -2.257000e+08 \n", "4 Angola AGO -4200000.0 2.010000e+07 \n", "\n", " 1962 1963 1964 1965 1966 \\\n", "0 NaN NaN NaN NaN NaN \n", "1 1.203581e+09 1.484770e+09 1.898323e+09 1.701303e+09 2.148386e+09 \n", "2 NaN NaN -7.080000e+07 -5.980000e+07 NaN \n", "3 -2.505000e+08 -2.160910e+08 -1.388010e+08 -2.290660e+08 -1.087000e+06 \n", "4 1.260000e+07 1.690000e+07 4.030000e+07 3.300000e+06 1.190000e+07 \n", "\n", " 1967 ... 2011 2012 2013 2014 \\\n", "0 NaN ... -1.131669e+09 -1.084492e+09 -1.135223e+09 -1.150727e+09 \n", "1 2.156911e+09 ... -1.036745e+10 -4.299912e+10 -4.138752e+10 -4.917498e+10 \n", "2 -7.195700e+07 ... -6.045079e+09 -5.920092e+09 -8.197873e+09 -7.293765e+09 \n", "3 -6.236500e+07 ... 8.792000e+10 7.521064e+10 4.722105e+10 3.918255e+10 \n", "4 -3.800000e+07 ... 4.127368e+10 3.839113e+10 3.799315e+10 2.850321e+10 \n", "\n", " 2015 2016 2017 2018 2019 \\\n", "0 -1.085882e+09 -1.037002e+09 -1.106097e+09 -1.186487e+09 -1.234023e+09 \n", "1 -7.786256e+10 -4.914525e+10 -4.570281e+10 -3.733567e+10 -4.601392e+10 \n", "2 -7.158428e+09 -1.205161e+10 -1.310412e+10 -6.531377e+09 -5.912283e+09 \n", "3 8.738147e+09 -4.107410e+09 1.022465e+10 2.667099e+10 1.992712e+10 \n", "4 1.127996e+10 1.307648e+10 1.821640e+10 2.668666e+10 1.678795e+10 \n", "\n", " 2020 \n", "0 -8.733885e+08 \n", "1 -3.414409e+10 \n", "2 -5.760894e+09 \n", "3 1.235659e+09 \n", "4 3.705576e+09 \n", "\n", "[5 rows x 63 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Identificar columnas desde 1960 a 2020 en ambos dataframes\n", "year_columns = [str(year) for year in range(1960, 2021)]\n", "\n", "# Operación Aritmética\n", "trade = exports[year_columns] - imports[year_columns]\n", "\n", "# Incluir columnas 'Country Name' y 'Country Code' para identificarlos en el nuevo dataframe\n", "trade['Country Name'] = exports['Country Name']\n", "trade['Country Code'] = exports['Country Code']\n", "\n", "# Reordenando columnas\n", "trade = trade[['Country Name', 'Country Code'] + year_columns]\n", "\n", "trade.head()" ] }, { "cell_type": "code", "execution_count": 6, "id": "92daf048", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Trade.xlsx'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "output_file_path = 'Trade.xlsx'\n", "trade.to_excel(output_file_path, index=False)\n", "\n", "output_file_path" ] }, { "cell_type": "code", "execution_count": 7, "id": "e86864a2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 266 entries, 0 to 265\n", "Data columns (total 63 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 Country Name 266 non-null object \n", " 1 Country Code 266 non-null object \n", " 2 1960 146 non-null float64\n", " 3 1961 148 non-null float64\n", " 4 1962 145 non-null float64\n", " 5 1963 156 non-null float64\n", " 6 1964 162 non-null float64\n", " 7 1965 161 non-null float64\n", " 8 1966 164 non-null float64\n", " 9 1967 165 non-null float64\n", " 10 1968 168 non-null float64\n", " 11 1969 167 non-null float64\n", " 12 1970 174 non-null float64\n", " 13 1971 171 non-null float64\n", " 14 1972 172 non-null float64\n", " 15 1973 177 non-null float64\n", " 16 1974 175 non-null float64\n", " 17 1975 173 non-null float64\n", " 18 1976 172 non-null float64\n", " 19 1977 173 non-null float64\n", " 20 1978 172 non-null float64\n", " 21 1979 172 non-null float64\n", " 22 1980 172 non-null float64\n", " 23 1981 201 non-null float64\n", " 24 1982 201 non-null float64\n", " 25 1983 201 non-null float64\n", " 26 1984 201 non-null float64\n", " 27 1985 201 non-null float64\n", " 28 1986 201 non-null float64\n", " 29 1987 201 non-null float64\n", " 30 1988 201 non-null float64\n", " 31 1989 201 non-null float64\n", " 32 1990 202 non-null float64\n", " 33 1991 202 non-null float64\n", " 34 1992 217 non-null float64\n", " 35 1993 223 non-null float64\n", " 36 1994 223 non-null float64\n", " 37 1995 224 non-null float64\n", " 38 1996 224 non-null float64\n", " 39 1997 226 non-null float64\n", " 40 1998 227 non-null float64\n", " 41 1999 227 non-null float64\n", " 42 2000 246 non-null float64\n", " 43 2001 246 non-null float64\n", " 44 2002 246 non-null float64\n", " 45 2003 246 non-null float64\n", " 46 2004 247 non-null float64\n", " 47 2005 247 non-null float64\n", " 48 2006 249 non-null float64\n", " 49 2007 250 non-null float64\n", " 50 2008 250 non-null float64\n", " 51 2009 250 non-null float64\n", " 52 2010 251 non-null float64\n", " 53 2011 252 non-null float64\n", " 54 2012 253 non-null float64\n", " 55 2013 253 non-null float64\n", " 56 2014 253 non-null float64\n", " 57 2015 253 non-null float64\n", " 58 2016 253 non-null float64\n", " 59 2017 253 non-null float64\n", " 60 2018 253 non-null float64\n", " 61 2019 253 non-null float64\n", " 62 2020 253 non-null float64\n", "dtypes: float64(61), object(2)\n", "memory usage: 131.0+ KB\n" ] }, { "data": { "text/plain": [ "((266, 63),\n", " Index(['Country Name', 'Country Code', '1960', '1961', '1962', '1963', '1964',\n", " '1965', '1966', '1967', '1968', '1969', '1970', '1971', '1972', '1973',\n", " '1974', '1975', '1976', '1977', '1978', '1979', '1980', '1981', '1982',\n", " '1983', '1984', '1985', '1986', '1987', '1988', '1989', '1990', '1991',\n", " '1992', '1993', '1994', '1995', '1996', '1997', '1998', '1999', '2000',\n", " '2001', '2002', '2003', '2004', '2005', '2006', '2007', '2008', '2009',\n", " '2010', '2011', '2012', '2013', '2014', '2015', '2016', '2017', '2018',\n", " '2019', '2020'],\n", " dtype='object'),\n", " Country Name object\n", " Country Code object\n", " 1960 float64\n", " 1961 float64\n", " 1962 float64\n", " ... \n", " 2016 float64\n", " 2017 float64\n", " 2018 float64\n", " 2019 float64\n", " 2020 float64\n", " Length: 63, dtype: object,\n", " None,\n", " 1960 1961 1962 1963 1964 \\\n", " count 1.460000e+02 1.480000e+02 1.450000e+02 1.560000e+02 1.620000e+02 \n", " mean -3.815979e+08 -3.796038e+08 -4.325313e+08 -3.947200e+08 -3.264466e+08 \n", " std 1.169391e+09 1.227272e+09 1.420248e+09 1.666013e+09 1.785231e+09 \n", " min -5.626886e+09 -5.361802e+09 -7.472920e+09 -9.227720e+09 -1.121602e+10 \n", " 25% -3.646500e+08 -3.737750e+08 -4.481000e+08 -3.251750e+08 -3.838342e+08 \n", " 50% -7.000500e+07 -8.573500e+07 -9.350000e+07 -4.060000e+07 -2.765000e+07 \n", " 75% -3.450000e+06 -1.375000e+06 -5.200000e+06 4.419500e+06 7.675000e+06 \n", " max 4.364300e+09 5.220400e+09 4.093100e+09 4.900100e+09 6.567900e+09 \n", " \n", " 1965 1966 1967 1968 1969 \\\n", " count 1.610000e+02 1.640000e+02 1.650000e+02 1.680000e+02 1.670000e+02 \n", " mean -3.411942e+08 -3.666869e+08 -3.520558e+08 -3.280541e+08 -4.406135e+08 \n", " std 1.792025e+09 1.918145e+09 1.873050e+09 2.018843e+09 2.387253e+09 \n", " min -1.079397e+10 -1.045072e+10 -9.796960e+09 -1.157718e+10 -1.344479e+10 \n", " 25% -3.050000e+08 -2.982150e+08 -3.287000e+08 -3.259775e+08 -3.708885e+08 \n", " 50% -3.340000e+07 -2.670000e+07 -3.800000e+07 -2.796150e+07 -3.323900e+07 \n", " 75% 1.380000e+07 4.053100e+07 1.660000e+07 3.626500e+07 2.962700e+07 \n", " max 4.461900e+09 2.674100e+09 4.214000e+09 4.582000e+09 3.999000e+09 \n", " \n", " ... 2011 2012 2013 2014 \\\n", " count ... 2.520000e+02 2.530000e+02 2.530000e+02 2.530000e+02 \n", " mean ... -3.532475e+08 -7.901502e+08 -8.890524e+08 3.558467e+08 \n", " std ... 1.324233e+11 1.422722e+11 1.210651e+11 1.346497e+11 \n", " min ... -8.820467e+11 -8.912075e+11 -7.223241e+11 -7.424562e+11 \n", " 25% ... -5.805634e+09 -6.142239e+09 -6.635548e+09 -7.031067e+09 \n", " 50% ... -7.497448e+08 -8.955997e+08 -1.185241e+09 -1.293504e+09 \n", " 75% ... 8.862442e+09 2.345000e+09 1.625990e+09 1.739804e+09 \n", " max ... 5.423682e+11 5.910040e+11 5.483442e+11 6.482221e+11 \n", " \n", " 2015 2016 2017 2018 2019 \\\n", " count 2.530000e+02 2.530000e+02 2.530000e+02 2.530000e+02 2.530000e+02 \n", " mean 4.545463e+08 -4.172179e+09 -7.724257e+09 -7.635680e+09 -5.152990e+09 \n", " std 1.616326e+11 1.457468e+11 1.420909e+11 1.527269e+11 1.536146e+11 \n", " min -7.752279e+11 -7.744691e+11 -8.368511e+11 -9.173391e+11 -8.916890e+11 \n", " 25% -8.880743e+09 -8.008273e+09 -8.293328e+09 -8.462352e+09 -7.726791e+09 \n", " 50% -1.480737e+09 -1.470459e+09 -1.524816e+09 -1.593108e+09 -1.234156e+09 \n", " 75% 8.440591e+07 3.029308e+08 1.322772e+09 9.480093e+08 1.483263e+09 \n", " max 7.623966e+11 6.010247e+11 5.902281e+11 6.990677e+11 7.043899e+11 \n", " \n", " 2020 \n", " count 2.530000e+02 \n", " mean -5.703697e+08 \n", " std 1.699830e+11 \n", " min -9.442472e+11 \n", " 25% -5.484439e+09 \n", " 50% -9.607658e+08 \n", " 75% 1.923442e+09 \n", " max 7.830172e+11 \n", " \n", " [8 rows x 61 columns])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trade.shape, trade.columns, trade.dtypes, trade.info(), trade.describe()" ] }, { "cell_type": "markdown", "id": "412d3e81", "metadata": {}, "source": [ "### Imputación con Mediana a valores NaN" ] }, { "cell_type": "code", "execution_count": 8, "id": "88b56146", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Country Name 0\n", "Country Code 0\n", "1960 120\n", "1961 118\n", "1962 121\n", " ... \n", "2016 13\n", "2017 13\n", "2018 13\n", "2019 13\n", "2020 13\n", "Length: 63, dtype: int64\n" ] } ], "source": [ "print(trade.isna().sum())" ] }, { "cell_type": "code", "execution_count": 9, "id": "9304f0ad", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", "# Crear una copia para trabajar con la imputación\n", "trade_imputed = trade.copy()\n", "\n", "# Identificar las columnas problemáticas\n", "non_positive_columns = trade_imputed.loc[:, trade_imputed.columns[2:]].apply(lambda x: (x <= 0).any())\n", "problematic_columns = non_positive_columns[non_positive_columns].index.tolist()\n", "\n", "# Establecer un valor positivo mínimo para imputar\n", "min_positive_value = 0.01\n", "\n", "# Imputar valores no positivos\n", "for column in problematic_columns:\n", " trade_imputed[column] = trade_imputed[column].apply(lambda x: min_positive_value if x <= 0 else x)\n", "\n", "assert all(trade_imputed[problematic_columns].min() > 0)" ] }, { "cell_type": "code", "execution_count": 10, "id": "dadbd7e3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "( Country Name Country Code 1960 1961 1962 \\\n", " 0 Aruba ABW -0.162675 -0.152507 -0.175345 \n", " 1 Africa Eastern and Southern AFE 2.381755 2.202534 2.959211 \n", " 2 Afghanistan AFG -0.162675 -0.152507 -0.175345 \n", " 3 Africa Western and Central AFW -0.162675 -0.152507 -0.175345 \n", " 4 Angola AGO -0.162675 -0.109791 -0.142530 \n", " \n", " 1963 1964 1965 1966 1967 ... 2011 2012 \\\n", " 0 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 \n", " 1 2.810270 2.750210 3.317384 4.608648 3.940742 ... -0.325080 -0.311868 \n", " 2 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 \n", " 3 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... 0.935966 0.632917 \n", " 4 -0.165347 -0.144329 -0.250614 -0.261803 -0.277482 ... 0.266913 0.170396 \n", " \n", " 2013 2014 2015 2016 2017 2018 2019 \\\n", " 0 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", " 1 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", " 2 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", " 3 0.353438 0.164271 -0.175233 -0.252749 -0.133328 0.042448 -0.051936 \n", " 4 0.224552 0.035088 -0.153382 -0.115071 -0.036075 0.042644 -0.088127 \n", " \n", " 2020 \n", " 0 -0.251303 \n", " 1 -0.251303 \n", " 2 -0.251303 \n", " 3 -0.239934 \n", " 4 -0.217208 \n", " \n", " [5 rows x 63 columns],\n", " (-9.625798743395853,\n", " 1.6620176427432483e-16,\n", " 1,\n", " 264,\n", " {'1%': -3.455365238788105,\n", " '5%': -2.8725510317187024,\n", " '10%': -2.5726375763314966},\n", " 720.9489145333087))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from sklearn.preprocessing import StandardScaler\n", "from statsmodels.tsa.stattools import adfuller\n", "\n", "# Imputar con Mediana\n", "for column in trade_imputed.columns[2:]:\n", " median_value = trade_imputed[column].median()\n", " trade_imputed[column] = trade_imputed[column].fillna(median_value)\n", "\n", "# Estandarizar los datos\n", "scaler = StandardScaler()\n", "trade_imputed.iloc[:, 2:] = scaler.fit_transform(trade_imputed.iloc[:, 2:])\n", "\n", "# Estandarizar los datos\n", "adf_result = adfuller(trade_imputed[column])\n", "adf_result\n", "\n", "trade_imputed.head(), adf_result" ] }, { "cell_type": "code", "execution_count": 11, "id": "526f0012", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Country NameCountry Code19601961196219631964196519661967...2011201220132014201520162017201820192020
0ArubaABW-0.162675-0.152507-0.175345-0.199606-0.207111-0.257548-0.288931-0.277482...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.257753-0.291725-0.281673-0.251303
1Africa Eastern and SouthernAFE2.3817552.2025342.9592112.8102702.7502103.3173844.6086483.940742...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.257753-0.291725-0.281673-0.251303
2AfghanistanAFG-0.162675-0.152507-0.175345-0.199606-0.207111-0.257548-0.288931-0.277482...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.257753-0.291725-0.281673-0.251303
3Africa Western and CentralAFW-0.162675-0.152507-0.175345-0.199606-0.207111-0.257548-0.288931-0.277482...0.9359660.6329170.3534380.164271-0.175233-0.252749-0.1333280.042448-0.051936-0.239934
4AngolaAGO-0.162675-0.109791-0.142530-0.165347-0.144329-0.250614-0.261803-0.277482...0.2669130.1703960.2245520.035088-0.153382-0.115071-0.0360750.042644-0.088127-0.217208
..................................................................
261KosovoXKX-0.162675-0.152507-0.175345-0.199606-0.207111-0.257548-0.288931-0.277482...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.257753-0.291725-0.281673-0.251303
262Yemen, Rep.YEM-0.162675-0.152507-0.175345-0.199606-0.207111-0.257548-0.288931-0.277482...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.257753-0.291725-0.281673-0.251303
263South AfricaZAF-0.162675-0.152507-0.175345-0.199606-0.207111-0.257548-0.288931-0.277482...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.241656-0.291725-0.281673-0.129872
264ZambiaZMB-0.162675-0.152507-0.175345-0.1996060.1827480.2429800.5032490.179909...-0.302790-0.304685-0.300518-0.309704-0.250354-0.252749-0.257753-0.291725-0.280740-0.228323
265ZimbabweZWE-0.162675-0.152507-0.175345-0.199606-0.207111-0.112370-0.064045-0.277482...-0.325080-0.311868-0.306099-0.309704-0.250354-0.252749-0.257753-0.291725-0.281673-0.251303
\n", "

266 rows × 63 columns

\n", "
" ], "text/plain": [ " Country Name Country Code 1960 1961 1962 \\\n", "0 Aruba ABW -0.162675 -0.152507 -0.175345 \n", "1 Africa Eastern and Southern AFE 2.381755 2.202534 2.959211 \n", "2 Afghanistan AFG -0.162675 -0.152507 -0.175345 \n", "3 Africa Western and Central AFW -0.162675 -0.152507 -0.175345 \n", "4 Angola AGO -0.162675 -0.109791 -0.142530 \n", ".. ... ... ... ... ... \n", "261 Kosovo XKX -0.162675 -0.152507 -0.175345 \n", "262 Yemen, Rep. YEM -0.162675 -0.152507 -0.175345 \n", "263 South Africa ZAF -0.162675 -0.152507 -0.175345 \n", "264 Zambia ZMB -0.162675 -0.152507 -0.175345 \n", "265 Zimbabwe ZWE -0.162675 -0.152507 -0.175345 \n", "\n", " 1963 1964 1965 1966 1967 ... 2011 \\\n", "0 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 \n", "1 2.810270 2.750210 3.317384 4.608648 3.940742 ... -0.325080 \n", "2 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 \n", "3 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... 0.935966 \n", "4 -0.165347 -0.144329 -0.250614 -0.261803 -0.277482 ... 0.266913 \n", ".. ... ... ... ... ... ... ... \n", "261 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 \n", "262 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 \n", "263 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 \n", "264 -0.199606 0.182748 0.242980 0.503249 0.179909 ... -0.302790 \n", "265 -0.199606 -0.207111 -0.112370 -0.064045 -0.277482 ... -0.325080 \n", "\n", " 2012 2013 2014 2015 2016 2017 2018 \\\n", "0 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "1 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "2 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "3 0.632917 0.353438 0.164271 -0.175233 -0.252749 -0.133328 0.042448 \n", "4 0.170396 0.224552 0.035088 -0.153382 -0.115071 -0.036075 0.042644 \n", ".. ... ... ... ... ... ... ... \n", "261 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "262 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "263 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.241656 -0.291725 \n", "264 -0.304685 -0.300518 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "265 -0.311868 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 \n", "\n", " 2019 2020 \n", "0 -0.281673 -0.251303 \n", "1 -0.281673 -0.251303 \n", "2 -0.281673 -0.251303 \n", "3 -0.051936 -0.239934 \n", "4 -0.088127 -0.217208 \n", ".. ... ... \n", "261 -0.281673 -0.251303 \n", "262 -0.281673 -0.251303 \n", "263 -0.281673 -0.129872 \n", "264 -0.280740 -0.228323 \n", "265 -0.281673 -0.251303 \n", "\n", "[266 rows x 63 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trade_imputed" ] }, { "cell_type": "code", "execution_count": null, "id": "a9dd0a1e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "3d70d841", "metadata": {}, "source": [ "### Remove rows\n", "Indicadores que no se usarán" ] }, { "cell_type": "code", "execution_count": 11, "id": "0f1b37d2", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Country Name Country Code 1960 1961 1962 \\\n", "0 Aruba ABW -0.162675 -0.152507 -0.175345 \n", "1 Africa Eastern and Southern AFE 2.381755 2.202534 2.959211 \n", "2 Afghanistan AFG -0.162675 -0.152507 -0.175345 \n", "3 Africa Western and Central AFW -0.162675 -0.152507 -0.175345 \n", "4 Angola AGO -0.162675 -0.109791 -0.142530 \n", "\n", " 1963 1964 1965 1966 1967 ... 2011 2012 \\\n", "0 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 \n", "1 2.810270 2.750210 3.317384 4.608648 3.940742 ... -0.325080 -0.311868 \n", "2 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 \n", "3 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... 0.935966 0.632917 \n", "4 -0.165347 -0.144329 -0.250614 -0.261803 -0.277482 ... 0.266913 0.170396 \n", "\n", " 2013 2014 2015 2016 2017 2018 2019 \\\n", "0 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", "1 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", "2 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", "3 0.353438 0.164271 -0.175233 -0.252749 -0.133328 0.042448 -0.051936 \n", "4 0.224552 0.035088 -0.153382 -0.115071 -0.036075 0.042644 -0.088127 \n", "\n", " 2020 \n", "0 -0.251303 \n", "1 -0.251303 \n", "2 -0.251303 \n", "3 -0.239934 \n", "4 -0.217208 \n", "\n", "[5 rows x 63 columns]\n", "['Aruba' 'Africa Eastern and Southern' 'Afghanistan'\n", " 'Africa Western and Central' 'Angola' 'Albania' 'Andorra' 'Arab World'\n", " 'United Arab Emirates' 'Argentina' 'Armenia' 'American Samoa'\n", " 'Antigua and Barbuda' 'Australia' 'Austria' 'Azerbaijan' 'Burundi'\n", " 'Belgium' 'Benin' 'Burkina Faso' 'Bangladesh' 'Bulgaria' 'Bahrain'\n", " 'Bahamas, The' 'Bosnia and Herzegovina' 'Belarus' 'Belize' 'Bermuda'\n", " 'Bolivia' 'Brazil' 'Barbados' 'Brunei Darussalam' 'Bhutan' 'Botswana'\n", " 'Central African Republic' 'Canada' 'Central Europe and the Baltics'\n", " 'Switzerland' 'Channel Islands' 'Chile' 'China' \"Cote d'Ivoire\"\n", " 'Cameroon' 'Congo, Dem. Rep.' 'Congo, Rep.' 'Colombia' 'Comoros'\n", " 'Cabo Verde' 'Costa Rica' 'Caribbean small states' 'Cuba' 'Curacao'\n", " 'Cayman Islands' 'Cyprus' 'Czechia' 'Germany' 'Djibouti' 'Dominica'\n", " 'Denmark' 'Dominican Republic' 'Algeria' 'East Asia & Pacific'\n", " 'Europe & Central Asia' 'Ecuador' 'Egypt, Arab Rep.' 'Euro area'\n", " 'Eritrea' 'Spain' 'Estonia' 'Ethiopia' 'European Union' 'Finland' 'Fiji'\n", " 'France' 'Faroe Islands' 'Micronesia, Fed. Sts.' 'Gabon' 'United Kingdom'\n", " 'Georgia' 'Ghana' 'Gibraltar' 'Guinea' 'Gambia, The' 'Guinea-Bissau'\n", " 'Equatorial Guinea' 'Greece' 'Grenada' 'Greenland' 'Guatemala' 'Guam'\n", " 'Guyana' 'Hong Kong SAR, China' 'Honduras' 'Croatia' 'Haiti' 'Hungary'\n", " 'Indonesia' 'Isle of Man' 'India' 'Ireland' 'Iran, Islamic Rep.' 'Iraq'\n", " 'Iceland' 'Israel' 'Italy' 'Jamaica' 'Jordan' 'Japan' 'Kazakhstan'\n", " 'Kenya' 'Kyrgyz Republic' 'Cambodia' 'Kiribati' 'St. Kitts and Nevis'\n", " 'Korea, Rep.' 'Kuwait' 'Lao PDR' 'Lebanon' 'Liberia' 'Libya' 'St. Lucia'\n", " 'Latin America & Caribbean' 'Liechtenstein' 'Sri Lanka' 'Lesotho'\n", " 'Lithuania' 'Luxembourg' 'Latvia' 'Macao SAR, China'\n", " 'St. Martin (French part)' 'Morocco' 'Monaco' 'Moldova' 'Madagascar'\n", " 'Maldives' 'Middle East & North Africa' 'Mexico' 'Marshall Islands'\n", " 'Middle income' 'North Macedonia' 'Mali' 'Malta' 'Myanmar' 'Montenegro'\n", " 'Mongolia' 'Northern Mariana Islands' 'Mozambique' 'Mauritania'\n", " 'Mauritius' 'Malawi' 'Malaysia' 'North America' 'Namibia' 'New Caledonia'\n", " 'Niger' 'Nigeria' 'Nicaragua' 'Netherlands' 'Norway' 'Nepal' 'Nauru'\n", " 'New Zealand' 'OECD members' 'Oman' 'Other small states' 'Pakistan'\n", " 'Panama' 'Peru' 'Philippines' 'Palau' 'Papua New Guinea' 'Poland'\n", " 'Puerto Rico' \"Korea, Dem. People's Rep.\" 'Portugal' 'Paraguay'\n", " 'West Bank and Gaza' 'Pacific island small states' 'French Polynesia'\n", " 'Qatar' 'Romania' 'Russian Federation' 'Rwanda' 'South Asia'\n", " 'Saudi Arabia' 'Sudan' 'Senegal' 'Singapore' 'Solomon Islands'\n", " 'Sierra Leone' 'El Salvador' 'San Marino' 'Somalia' 'Serbia'\n", " 'Sub-Saharan Africa (excluding high income)' 'South Sudan'\n", " 'Sub-Saharan Africa' 'Small states' 'Sao Tome and Principe' 'Suriname'\n", " 'Slovak Republic' 'Slovenia' 'Sweden' 'Eswatini'\n", " 'Sint Maarten (Dutch part)' 'Seychelles' 'Syrian Arab Republic'\n", " 'Turks and Caicos Islands' 'Chad' 'Togo' 'Thailand' 'Tajikistan'\n", " 'Turkmenistan' 'Timor-Leste' 'Tonga' 'South Asia (IDA & IBRD)'\n", " 'Trinidad and Tobago' 'Tunisia' 'Turkiye' 'Tuvalu' 'Tanzania' 'Uganda'\n", " 'Ukraine' 'Uruguay' 'United States' 'Uzbekistan'\n", " 'St. Vincent and the Grenadines' 'Venezuela, RB' 'British Virgin Islands'\n", " 'Virgin Islands (U.S.)' 'Viet Nam' 'Vanuatu' 'World' 'Samoa' 'Kosovo'\n", " 'Yemen, Rep.' 'South Africa' 'Zambia' 'Zimbabwe']\n", "Original size: (266, 63)\n", "Filtered size: (239, 63)\n" ] } ], "source": [ "rows_to_remove = [\n", " \"East Asia & Pacific (excluding high income)\", \n", " \"Early-demographic dividend\", \n", " \"Europe & Central Asia (excluding high income)\", \n", " \"Fragile and conflict affected situations\", \n", " \"High income\", \n", " \"Heavily indebted poor countries (HIPC)\", \n", " \"IBRD only\", \n", " \"IDA & IBRD total\", \n", " \"IDA total\", \n", " \"IDA blend\", \n", " \"IDA only\", \n", " \"Not classified\", \n", " \"Latin America & Caribbean (excluding high income)\", \n", " \"Least developed countries: UN classification\", \n", " \"Low income\", \n", " \"Lower middle income\", \n", " \"Low & middle income\", \n", " \"Late-demographic dividend\", \n", " \"Middle East & North Africa (excluding high income)\", \n", " \"Pre-demographic dividend\", \n", " \"Post-demographic dividend\", \n", " \"East Asia & Pacific (IDA & IBRD countries)\", \n", " \"Europe & Central Asia (IDA & IBRD countries)\", \n", " \"Latin America & the Caribbean (IDA & IBRD countries)\", \n", " \"Middle East & North Africa (IDA & IBRD countries)\", \n", " \"Sub-Saharan Africa (IDA & IBRD countries)\", \n", " \"Upper middle income\"\n", "]\n", "\n", "trade_filtered = trade_imputed[~trade_imputed['Country Name'].isin(rows_to_remove)]\n", "\n", "print(trade_filtered.head())\n", "print(trade_filtered['Country Name'].unique()) \n", "print(\"Original size:\", trade_imputed.shape)\n", "print(\"Filtered size:\", trade_filtered.shape)\n", "\n", "trade_filtered.to_csv('main_trade.csv', index=False) # DataFrame principal" ] }, { "cell_type": "markdown", "id": "6562a433", "metadata": {}, "source": [ "### World | Countries | Regions" ] }, { "cell_type": "code", "execution_count": 12, "id": "12ebf5d4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Country Name Country Code 1960 1961 1962 1963 1964 \\\n", "0 Aruba ABW -0.162675 -0.152507 -0.175345 -0.199606 -0.207111 \n", "2 Afghanistan AFG -0.162675 -0.152507 -0.175345 -0.199606 -0.207111 \n", "4 Angola AGO -0.162675 -0.109791 -0.142530 -0.165347 -0.144329 \n", "5 Albania ALB -0.162675 -0.152507 -0.175345 -0.199606 -0.207111 \n", "6 Andorra AND -0.162675 -0.152507 -0.175345 -0.199606 -0.207111 \n", "\n", " 1965 1966 1967 ... 2011 2012 2013 2014 \\\n", "0 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 -0.306099 -0.309704 \n", "2 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 -0.306099 -0.309704 \n", "4 -0.250614 -0.261803 -0.277482 ... 0.266913 0.170396 0.224552 0.035088 \n", "5 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 -0.306099 -0.309704 \n", "6 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 -0.306099 -0.309704 \n", "\n", " 2015 2016 2017 2018 2019 2020 \n", "0 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 -0.251303 \n", "2 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 -0.251303 \n", "4 -0.153382 -0.115071 -0.036075 0.042644 -0.088127 -0.217208 \n", "5 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 -0.251303 \n", "6 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 -0.251303 \n", "\n", "[5 rows x 63 columns]\n", " Country Name Country Code 1960 1961 1962 \\\n", "1 Africa Eastern and Southern AFE 2.381755 2.202534 2.959211 \n", "3 Africa Western and Central AFW -0.162675 -0.152507 -0.175345 \n", "36 Central Europe and the Baltics CEB -0.162675 -0.152507 -0.175345 \n", "61 East Asia & Pacific EAS -0.162675 -0.152507 -0.175345 \n", "62 Europe & Central Asia ECS -0.162675 -0.152507 -0.175345 \n", "\n", " 1963 1964 1965 1966 1967 ... 2011 2012 \\\n", "1 2.810270 2.750210 3.317384 4.608648 3.940742 ... -0.325080 -0.311868 \n", "3 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... 0.935966 0.632917 \n", "36 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.325080 -0.311868 \n", "61 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... 2.315291 1.012215 \n", "62 -0.199606 -0.207111 -0.257548 -0.288931 -0.277482 ... 0.115812 1.393501 \n", "\n", " 2013 2014 2015 2016 2017 2018 2019 \\\n", "1 -0.306099 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 \n", "3 0.353438 0.164271 -0.175233 -0.252749 -0.133328 0.042448 -0.051936 \n", "36 -0.306099 -0.309704 -0.228435 -0.158054 -0.257753 -0.291725 -0.281673 \n", "61 1.461618 2.895635 5.912423 6.055216 6.256562 4.263861 4.841548 \n", "62 4.302856 3.528226 2.219354 1.760380 2.046129 2.890047 2.277993 \n", "\n", " 2020 \n", "1 -0.251303 \n", "3 -0.239934 \n", "36 -0.184223 \n", "61 5.784136 \n", "62 0.953363 \n", "\n", "[5 rows x 63 columns]\n", " Country Name Country Code 1960 1961 1962 1963 \\\n", "232 World WLD -0.162675 -0.152507 -0.175345 -0.199606 \n", "\n", " 1964 1965 1966 1967 ... 2011 2012 2013 \\\n", "232 -0.207111 -0.257548 -0.288931 -0.277482 ... -0.32508 -0.311868 -0.306099 \n", "\n", " 2014 2015 2016 2017 2018 2019 2020 \n", "232 -0.309704 -0.250354 -0.252749 -0.257753 -0.291725 -0.281673 -0.251303 \n", "\n", "[1 rows x 63 columns]\n" ] } ], "source": [ "import pandas as pd\n", "\n", "# Cargar el DataFrame principal\n", "main_trade = pd.read_csv('main_trade.csv')\n", "\n", "regions_list = [\n", " \"Africa Eastern and Southern\", \"Africa Western and Central\",\n", " \"Central Europe and the Baltics\", \"East Asia & Pacific\",\n", " \"Europe & Central Asia\", \"European Union\", \"Latin America & Caribbean\",\n", " \"Middle East & North Africa\", \"North America\", \"OECD members\",\n", " \"Sub-Saharan Africa (excluding high income)\", \"South Asia (IDA & IBRD)\"\n", "]\n", "\n", "# 1) DataFrame por países\n", "trade_countries = main_trade[~main_trade['Country Name'].isin(regions_list + ['World'])]\n", "\n", "# 2) DataFrame por regiones\n", "trade_regions = main_trade[main_trade['Country Name'].isin(regions_list)]\n", "\n", "# 3) DataFrame del mundo\n", "trade_world = main_trade[main_trade['Country Name'] == 'World']\n", "\n", "print(trade_countries.head())\n", "print(trade_regions.head())\n", "print(trade_world.head())" ] }, { "cell_type": "markdown", "id": "9921097d", "metadata": {}, "source": [ "### Visualización de Tendencias Temporales | Countries" ] }, { "cell_type": "code", "execution_count": 13, "id": "8cbb9aa3", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "countries_to_plot = ['United States', 'Germany', 'Brazil']\n", "data_to_plot = trade_countries[trade_countries['Country Name'].isin(countries_to_plot)]\n", "\n", "plt.figure(figsize=(20, 12))\n", "for country in countries_to_plot:\n", " subset = data_to_plot[data_to_plot['Country Name'] == country]\n", " plt.plot(subset.columns[2:], subset.iloc[0, 2:], label=country) \n", "\n", "plt.title('Final Trade Balance in Constant Dollars Over Time')\n", "plt.xlabel('Year')\n", "plt.ylabel('Standardized Trade Balance')\n", "plt.legend()\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9fd04684", "metadata": {}, "source": [ "### Comparación entre Regiones" ] }, { "cell_type": "code", "execution_count": 14, "id": "d5982f2c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Siempre elijo entre los años 2014 al 2020\n", "regions_data_2020 = trade_regions[['Country Name', '2020']] \n", "\n", "plt.figure(figsize=(12, 8))\n", "sns.barplot(x='2020', y='Country Name', data=regions_data_2020)\n", "plt.title('Trade Balance in Constant Dollars by Region in 2020')\n", "plt.xlabel('Standardized Trade Balance')\n", "plt.ylabel('Region')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8be5c8fa", "metadata": {}, "source": [ "### Tendencia Mundial" ] }, { "cell_type": "code", "execution_count": 15, "id": "f94647d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(22, 6))\n", "plt.plot(trade_world.columns[2:], trade_world.iloc[0, 2:], marker='o') \n", "plt.title('World Trade Balance in Constant Dollars Over Time')\n", "plt.xlabel('Year')\n", "plt.ylabel('Standardized Trade Balance')\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "b2030d3b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "16f0b3ca", "metadata": {}, "source": [ "# Será lento" ] }, { "cell_type": "code", "execution_count": 16, "id": "19c1a893", "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Country Name Africa Eastern and Southern Africa Western and Central \\\n", "count 7.000000 7.000000 \n", "mean -0.270752 -0.092352 \n", "std 0.023678 0.153686 \n", "min -0.309704 -0.252749 \n", "25% -0.286699 -0.207584 \n", "50% -0.257753 -0.133328 \n", "75% -0.252026 -0.004744 \n", "max -0.250354 0.164271 \n", "\n", "Country Name Central Europe and the Baltics East Asia & Pacific \\\n", "count 7.000000 7.000000 \n", "mean -0.244510 5.144197 \n", "std 0.056868 1.224039 \n", "min -0.309704 2.895635 \n", "25% -0.286699 4.552705 \n", "50% -0.257753 5.784136 \n", "75% -0.206329 5.983819 \n", "max -0.158054 6.256562 \n", "\n", "Country Name Europe & Central Asia European Union \\\n", "count 7.000000 7.000000 \n", "mean 2.239356 3.020963 \n", "std 0.817212 0.393042 \n", "min 0.953363 2.498787 \n", "25% 1.903254 2.717835 \n", "50% 2.219354 2.970789 \n", "75% 2.584020 3.390238 \n", "max 3.528226 3.461020 \n", "\n", "Country Name Latin America & Caribbean Middle East & North Africa \\\n", "count 7.000000 7.000000 \n", "mean -0.261656 0.820384 \n", "std 0.039403 1.460076 \n", "min -0.309704 -0.252749 \n", "25% -0.286699 -0.250829 \n", "50% -0.257753 -0.229121 \n", "75% -0.251552 1.739861 \n", "max -0.187630 3.246493 \n", "\n", "Country Name North America OECD members \\\n", "count 7.000000 7.000000 \n", "mean -0.270752 -0.270752 \n", "std 0.023678 0.023678 \n", "min -0.309704 -0.309704 \n", "25% -0.286699 -0.286699 \n", "50% -0.257753 -0.257753 \n", "75% -0.252026 -0.252026 \n", "max -0.250354 -0.250354 \n", "\n", "Country Name Sub-Saharan Africa (excluding high income) \\\n", "count 7.000000 \n", "mean -0.270752 \n", "std 0.023678 \n", "min -0.309704 \n", "25% -0.286699 \n", "50% -0.257753 \n", "75% -0.252026 \n", "max -0.250354 \n", "\n", "Country Name South Asia (IDA & IBRD) \n", "count 7.000000 \n", "mean -0.270752 \n", "std 0.023678 \n", "min -0.309704 \n", "25% -0.286699 \n", "50% -0.257753 \n", "75% -0.252026 \n", "max -0.250354 \n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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dLgkbPXo0CxcuTPh2SkpKiEQiCd9OqlB7xp/aNL7UnvGnNo0vtWf8dUabmlmztwdTd6SIiIhICJSEiYiIiIRASZiIiIhICJSEiYiIiIRASZiIiIhICJSEiYiIiIRASZiIiIhICJSEiYiIiIRASZiIiIhICJSEiYiIiIRASZiIiIhICLrcvSMT7UhVLS+u38XRag87FBEREenGdCaskbXbD/KRPy1k+c7asEMRERGRbkxJWCOTh/VlQM8slu+qCTsUERER6caUhDWSlmacO24QK3fVUlenLkkRERFJDCVhTYgU5nOwClZs3h92KCIiItJNKQlrwrnj8zCgZO3OsEMRERGRbkpJWBMG9MxiTN80StbtCDsUERER6aaUhDVjcl46S8v3sfdQVdihiIiISDekJKwZkwel4w7Pv6YuSREREYk/JWHNGN03jQE9szQuTERERBJCSVgz0ixaquL5dTtVqkJERETiTklYCyKF+ew+VKVSFSIiIhJ3SsJacO74PMxUqkJERETiT0lYCwb0zGLy8H4qVSEiIiJxpySsFZHxeSpVISIiInGnJKwVkcI8laoQERGRuFMS1orJw/vRPzeT+RoXJiIiInGkJKwV6WnGuePzmK9SFSIiIhJHSsJiECnMY/ehKlZuUakKERERiY+EJWFmlmNmC8xsmZmtMrNvNrFMtpnNM7P1ZvaKmY1OVDwdce44laoQERGR+ErkmbCjwHnuPgWYClxoZqc3WubDwF53Hwv8DPhhAuNpt4G9spk8rC8la1WqQkREROIjYUmYR1UELzODR+NBVZcD9wTPHwTONzNLVEwdMaswn6Xl+9h3WKUqREREpOPMPXGDzc0sHVgEjAV+5e5fbDR/JXChu28KXr8OnObuuxotdxNwE0BBQcH04uLihMVcr6Kigl69eh17vX5fLd95uZKPTsnm9CEZCd9+d9O4PaXj1KbxpfaMP7VpfKk9468z2nT27NmL3L2oqXkJzSbcvRaYamb9gL+Z2SnuvrId67kDuAOgqKjII5FIXONsSklJCQ23c06d86vlT7MjfRCRyNSEb7+7adye0nFq0/hSe8af2jS+1J7xF3abdsrVke6+D3gOuLDRrM3ACAAzywD6Ars7I6a2Sk8zzhmXx/MqVSEiIiJxkMirI/OCM2CYWQ/gHcCrjRZ7DLg+eH418Kwnsn+0gyKFeeyqqGLVlgNhhyIiIiJdXCLPhA0BnjOz5UAp8LS7P25m3zKzy4Jl/gAMNLP1wGeALyUwng47d3wegK6SFBERkQ5L2Jgwd18OTGti+tcbPK8ErklUDPE2qFc2k4f3pWTdTj51/riwwxEREZEuTBXz2ygyPo8lZXtVqkJEREQ6RElYG80qzKfO4d+v7Wp9YREREZFmKAlro6kj+tEvN5PnNC5MREREOkBJWBulpxnnqlSFiIiIdJCSsHZQqQoRERHpKCVh7aBSFSIiItJRSsLaoWGpChEREZH2UBLWTipVISIiIh2hJKydVKpCREREOkJJWDvVl6ooWasuSREREWk7JWHtlJ5mnDMuj/kqVSEiIiLtoCSsAyLj89hVcZTVW1WqQkRERNpGSVgHqFSFiIiItJeSsA7I653NpGF9NS5MRERE2kxJWAdFCvNYXLaX/Yerww5FREREuhAlYR0UKcyLlqpYr7NhIiIiEjslYR00dUR/+vZQqQoRERFpGyVhHRQtVTFIpSpERESkTZSExUGkMJ+dB1WqQkRERGKnJCwOZgWlKubrht4iIiISIyVhcZDXO5tThvVRvTARERGJmZKwOImMz2dx2T72H1GpChEREWmdkrA4iRTmUVvnvPDarrBDERERkS5ASVicTB3Rjz45GeqSFBERkZgoCYuTjPQ0zhmfR4lKVYiIiEgMlITF0WyVqhAREZEYKQmLI5WqEBERkVgpCYsjlaoQERGRWCkJizOVqhAREZFYKAmLM5WqEBERkVgoCYszlaoQERGRWCgJi7P6UhXz1+3EXaUqREREpGlKwhIgMj6PHSpVISIiIi1IWBJmZiPM7DkzW21mq8zsliaWiZjZfjNbGjy+nqh4OtOswmipipK1KlUhIiIiTUvkmbAa4LPuPgE4HfiEmU1oYrl/u/vU4PGtBMbTafJ75zBxaB/mKwkTERGRZiQsCXP3re6+OHh+EFgDDEvU9pJNpDCPRWV7VapCREREmtQpY8LMbDQwDXilidlnmNkyM/s/M5vYGfF0hkhhPrV1zovrVapCRERE3s4SfQWfmfUC5gPfdfeHG83rA9S5e4WZXQz83N3HNbGOm4CbAAoKCqYXFxcnNGaAiooKevXq1e7319Y5n3r2MNMLMvjwpOw4RtY1dbQ95e3UpvGl9ow/tWl8qT3jrzPadPbs2YvcvaipeQlNwswsE3gceMrdfxrD8huBIndv9vRRUVGRL1y4MH5BNqOkpIRIJNKhdXziL4tZ+OYeXv7y+ZhZfALrouLRnnI8tWl8qT3jT20aX2rP+OuMNjWzZpOwRF4dacAfgDXNJWBmNjhYDjObGcSzO1ExdbZZhXlsP3CUNVsPhh2KiIiIJJmMBK77LOCDwAozWxpM+wowEsDdfwtcDXzMzGqAI8Bc70YVTiPjg1IV63YwYWifkKMRERGRZJKwJMzdXwBa7INz918Cv0xUDGHL75PDhCF9KFm7k49HxoYdjoiIiCQRVcxPsEhhHove3MuBSpWqEBERkbcoCUuwY6UqXlOpChEREXmLkrAEO3VkP3rnZOgWRiIiInIcJWEJlpGexjnjBlGybgfd6JoDERER6SAlYZ0gMj5fpSpERETkOErCOsGswrdKVYiIiIiAkrBOUdCgVIWIiIgIKAnrNCpVISIiIg0pCeskKlUhIiIiDSkJ6yQqVSEiqeT/Vmxl5+G6sMMQSWqJvHekNFBfqmL+up24O8F9y0VEup112w/ysb8sZmCOMeucSvJ754QdkkhS0pmwThQZn8+2A5W8uk2lKkSk+ypeUE5munGw2vnIPQs5XFUTdkgiSUlJWCc6VqpCXZIi0k0dranl4SWbeOeEwXxsSjYrN+/nluKl1NapWLVIY0rCOlFBnxxOHtKHkrWqFyYi3dNTq7az73A1c2eOYFp+Bl+/ZAJPr97Od55YHXZoIklHSVgnqy9VcVClKkSkG5pXWsawfj0468RBANxw1hg+dNYY7npxI3e/+EbI0YkkFyVhnSwyPo+aOufF9SpVISLdS9nuw7y4fjdzZowgLe2ti4+++u6TeceEAr71+GqeXr09xAhFkouSsE526qj+9M5WqQoR6X7mLSwjzeCaouHHTU9PM34+dyqnDOvLzfctYcWm/SFFKJJclIR1ssz0NM4eN4iStdFSFSIi3UFNbR0PLNxEpDCfIX17vG1+blYGv7++iAE9s/jQPaVs2ns4hChFkouSsBBECvPYdqCStdtVqkJEuoeStTvZcfAoc2aMaHaZ/N453H3jDCqra/nQ3aW6jZukPCVhIZg1Ph9QqQoR6T6KS8sY1Cub807Kb3G5cQW9+e0HprNh5yE+fu9iqmtVVV9Sl5KwEAzum8NJg3urVIWIdAvb9lfy7Ks7uKZoOJnprf9bOWvsIL5/1SReWL+Lr/5thYZmSMpSEhaSSGE+CzeqVIWIdH0PLd5EncN7i5rvimzsmqIR3HzeWO5fuIlfl7yewOhEkpeSsJBECutLVewOOxQRkXarq3OKS8s4/YQBjBnUs03v/fQ7xnPF1KH86Km1PLp0c4IiFEleSsJCMj0oVTF/nbokRaTremnDbsr3HOHamSPb/F4z44dXT2bmmAF8/oHlLHhjTwIiFEleSsJCkpmexlljVapCRLq24tJy+vbI5F0TB7fr/dkZ6dzxwekMH9CDm/68kA07K+IcoUjyUhIWokhhHlv3V7Juuz50RKTr2XOoiqdWbuPKacPIyUxv93r65WZx1w0zSDPjxrtL2V1xNI5RiiQvJWEhmlWYB8BzukpSRLqgvy3ZTFVtXYu1wWI1amBP7ryuiG37K7npz4uorK6NQ4QiyU1JWIiG9O2hUhUi0iW5O/NKy5gyoh8nD+kTl3VOH9Wfn82ZyqI39/LZB5ZRV6ehGtK9KQkL2azCPJWqEJEuZ3HZPtZtr2BuHM6CNXTxpCF8+aKTeGL5Vn70z7VxXbdIslESFrLZhfkqVSEiXc680jJys9K5dMrQuK/7pnNP4P2njeQ3Ja9z34KyuK9fJFkoCQuZSlWISFdzsLKavy/byqWTh9IrOyPu6zczvnnZRCKFefy/R1Yyf51u8Sbdk5KwkKlUhYh0NX9ftpUj1bXMmRnfrsiGMtLT+OX7TmV8QW8+8ZfFrNl6IGHbEgmLkrAkoFIVItKVzCsto7CgN9NG9EvodnplZ/DHG4rolZ3Bh+4uZfuByoRuT6SzxZSEmVkPMytMdDCpqr5Uha6SFJFkt3rLAZZt2s+cGSMws4Rvb0jfHvzxhhkcOFLNh+4u5dDRmoRvU6SztJqEmdmlwFLgH8HrqWb2WAzvG2Fmz5nZajNbZWa3NLGMmdkvzGy9mS03s1PbsQ9d3lulKjTuQUSS27zSMrLS07hy2rBO2+aEoX345ftP5dVtB/nUfUuoqa3rtG2LJFIsZ8JuA2YC+wDcfSkwJob31QCfdfcJwOnAJ8xsQqNlLgLGBY+bgN/EEnR3NKswj4Vv7qFC3/JEJElVVtfytyWbufCUwfTvmdWp255dmM83L5vIs6/u4Jt/X60xtNItxJKEVbv7/kbTWj363X2ruy8Onh8E1gCNvzpdDvzJo14G+pnZkBhi6nYi4/OprnVeXL8r7FBERJr0j5XbOFBZE/faYLH6wOmj+O9zT+DPL7/JH154I5QYROIplmuLV5nZ+4B0MxsH3Az8py0bMbPRwDTglUazhgHlDV5vCqZtbfT+m4ieKaOgoICSkpK2bL5dKioqOmU79WrqnJx0uO+5ZWTvfLXTtttZOrs9U4HaNL7Unq377YIj5PUwKstXULKp9fFgiWjT03o4iwrS+e4Ta9i3eQNFg+NfIiNZ6RiNv7DbNJaj91PAV4GjwF+Bp4DvxLoBM+sFPATc6u7tusbY3e8A7gAoKirySCTSntW0SUlJCZ2xnYZmbV7Iik37mTVrVqcMeO1MYbRnd6c2jS+1Z8ve2HWIV/9RwuffVch5s8fG9J5EtemZZ9dy7Z0vc+fKA5x/5nSmjewf920kIx2j8Rd2m7baHenuh939q+4+I3j8P3eP6TphM8skmoD9xd0fbmKRzUDD89rDg2kpKVKYz5b9lby2Q6UqRCS5zCstJz3NuHr68LBDIScznTuvK6KgTw4fuWch5XsOhx2SSLvEcnXk02bWr8Hr/mb2VAzvM+APwBp3/2kziz0GXBdcJXk6sN/dtzazbLcXUakKEUlC1bV1PLhoE7ML8ynokxN2OAAM6pXNXTfOoKbOueGuBew/rPvvStcTy8D8Qe6+r/6Fu+8F8mN431nAB4HzzGxp8LjYzD5qZh8NlnkS2ACsB+4EPt6m6LuZIX17UFigUhUiklyeWbODXRVHuTaBFfLb48S8Xvzug9Mp23OY/753IVU1Kl0hXUssY8LqzGyku5cBmNkoYrs68gWgxYFNHr3G+BOxBJoqIoV5/PHFN6g4WpOQe7KJiLTVvNIyCvpkM2t8XtihvM3pJwzkR1dP4dZ5S/nSQ8v5yXundLsxtdJ9xXIm7KvAC2b2ZzO7F3ge+HJiw0pdswrzqK51/qNSFSKSBLbsO8L8dTu5ZvoIMtKT8053V0wbxmfeMZ6Hl2zm58+8FnY4IjFr9VSLu/8jqGR/ejDpVndXhpAgRaMG0DMrnZJ1O3nnxMFhhyMiKe6BhZuoc5gTUm2wWH3qvLGU7TnM7f96jRH9c3lPElxAINKaWPu7soE9wfITzAx3fz5xYaWurIw0zho7iPlrd+LuOq0uIqGprXPuX1jO2WMHMWJAbtjhtMjM+N6Vk9iy7whfeng5Q/v14IwTB4YdlkiLYrk68ofAi0S7JT8fPD6X4LhSWqQwn837jrBepSpEJEQvrt/F5n1Hkv4sWL2sjDR+84HpjB7Yk//+80LW7zgYdkgiLYqlg/8KoNDd3+3ulwaPyxIcV0qrL1XxnEpViEiIikvL6J+byTsnFoQdSsz69sjkjzfMICsjnRvuKmXnwaNhhyTSrFiSsA1AZqIDkbcM7deD8QW9VKpCREKzq+IoT6/ezlWnDic7Iz3scNpkxIBc/nB9EbsqjvKRPy3kSFVt2CGJNCmWJOwwsNTMfmdmv6h/JDqwVBcpzKd04x4qjtaEHYqIpKC/Ld5Mda2HdrPujpoyoh+/mDuN5Zv2ceu8JdTWtVpZSaTTxZKEPQZ8m+hNuxc1eEgCRcarVIWIhMPdua+0jOmj+jOuoHfY4bTbOycO5v+9ewJPrdrO959cE3Y4Im8TS4mKezojEDle0WiVqhCRcCx8cy8bdh7if64+MexQOuxDZ42mfM9hfv/CG4wamMsHzxgddkgix7SahJnZOOD7wATg2E3D3P2EBMaV8lSqQkTCUrygnF7ZGVwyeUjYoXSYmfG1Syawae9hvvHYKob178F5J3WdCw2ke4ulO/Iu4DdADTAb+BNwbyKDkiiVqhCRzrb/SDVPrNjCZVOHkpvVPW6dlp5m/HzuNCYM7cMn/7qElZv3hx2SCBBbEtbD3Z8BzN3fdPfbgHcnNiyBt0pV6CpJEeksjy3bQmV1XZcdkN+cntkZ/PH6GfTrkcmH7i5ly74jYYckElMSdtTM0oDXzOyTZnYl0CvBcQkNSlWsU70wEekc80rLOHlIHyYN6xt2KHGX3yeHu26cyZGqWj50dykHK6vDDklSXCxJ2C1ALnAzMB34IHB9IoOSt0QK8yl9Yy+HVKpCRBJs5eb9rNx8gGtnjui241ALB/fm1x84lfU7KvjEX5dQXVsXdkiSwlpNwty91N0r3H2Tu9/o7le5+8udEZxES1VU1dbxn9d3hx2KiHRzxaVlZGekcfmUYWGHklDnjMvju1eewvPrdvL1R1firhpiEo5mR12a2d+BZo9M3bqocxwrVbF2B++YoCt6RCQxjlTV8uiSLVw8aQh9c7v/TVLmzBhJ2Z7D/Oq51xk5oCcfi3T9chzS9bR06cuPOy0KaVZWRhpnjh1EiUpViEgCPbFiKweP1nSZm3XHw2ffUUjZniP88B+vMmJADy6ZPDTskCTFNJuEufv8zgxEmhcpzOPp1dt5fWcFY/O7bvVqEUle80rLGDOoJ6eNGRB2KJ0mLc340dWT2brvCJ+5fxmD++RQNDp19l/C1+qYMDMbZ2YPmtlqM9tQ/+iM4CQqUpgPqFSFiCTG+h0VlG7cy5wZ3XdAfnNyMtO547oihvXrwX/9aSEbdx0KOyRJISrW2gUM69eDcfm9lISJSELMKy0jI814z6nDww4lFAN6ZnHXDTMAuPHuUvYeqgo5IkkVKtbaRUQK81jwxh6VqhCRuKqqqeOhxZu54OQC8npnhx1OaEYP6smd1xWxed8RbvrzQiqra8MOSVKAirV2EZHCfKpq63hJpSpEJI7+tWY7ew5VMWdm6gzIb07R6AH85JoplG7cyxceXE5dnUpXSGKpWGsXUTS6P7lZ6aqeLyJxdd+CMob2zeHccXlhh5IULp0ylC9cWMhjy7bw06fXhR2OdHOt3p3V3UuDpxXAjYkNR5qTnZHOmSeqVIWIxE/5nsO8sH4XN583jvQ0fabU+9isEynbfZhfPreekQNyeW8Kle2QztXsmTAzG2Rm3zCzm82sl5n9xsxWmtmjZja2M4OUqEhhHpv2HuH1nbp6R0Q67oFFmwC4pig1B+Q3x8z49hWncM64QXzlbyt44bVdYYck3VRL3ZF/BbKBccACYANwNfA48PvEhyaNRQqj3QUla9UlKSIdU1vnPLCwnHPG5TG8f27Y4SSdzPQ0fv3+Uxmb34uP3buItdsOhh2SdEMtJWEF7v4VomPBern7j9z9VXe/E+jXKdHJcYb3z2WsSlWISBw8v24nW/dXcq262prVOyeTP94wgx5Z6dx41wJ2HKgMOyTpZlpKwmoBPHpn08bnYnXb+ZBExqtUhYh0XHFpGQN7ZnH+ybonbUuG9uvBH2+Ywb4j1Xz4noUcrtJnr8RPS0nYCWb2WHAj7/rn9a/HdFJ80ohKVYhIR+04WMkza3bwnunDycqI5SL51HbKsL788n3TWLVlPzfft4Rala6QOGnp6sjLGzxvfDNv3dw7JDPGvFWq4oIJ+gYrIm330KLN1NR5St2su6POO6mA2y6byNcfXcW3H1/NbZdNDDsk6QZ0A+8uJlqqYqBKVYhIu7g780rLmDl6ACfmqe52W1x3xmjKdh/m9y+8wcgBuXzobHUKScfoPHQXFCnMV6kKEWmXV97Yw8bdh3UWrJ2+cvHJvGtiAd9+YjX/XLUt7HCki1MS1gWpVIWItFfxgjJ652Rw8aQhYYfSJaWlGbfPmcbk4f24uXgJy8r3hR2SdGExJ2Fm1qZCMmb2RzPbYWYrm5kfMbP9ZrY0eHy9LetPZfWlKuavU6kKEYnd/sPVPLlyG1dMHUaPrPSww+myemSl8/vrihjUK5sP37OQ8j2Hww5JuqhWkzAzO9PMVgOvBq+nmNmvY1j33cCFrSzzb3efGjy+FcM6JRAZn8crG/bocmkRidkjSzdTVVOnrsg4yOudzd03zqCqppYP3V3K/iPVYYckXVAsZ8J+BrwL2A3g7suAc1t7k7s/D+zpUHTSLJWqEJG2cHfuW1DGpGF9OWVY37DD6RbG5vfmtx+czsbdh/jYvYuoqlEJTWkbi9ZibWEBs1fc/TQzW+Lu04Jpy9x9SqsrNxsNPO7upzQxLwI8BGwCtgCfc/dVzaznJuAmgIKCgunFxcWtbbrDKioq6NUrea8cqq5zPvnMYc4alsF1E7LDDqdVyd6eXZHaNL66e3tu2F/Lt16q5LoJWZw3MrNTttnd27Tei5uruXNFFWcPy+DDp2Ql7Kr1VGnPztQZbTp79uxF7l7U1LyW6oTVKzezMwE3s0zgFmBNHOJaDIxy9wozuxh4hOh9Kt/G3e8A7gAoKirySCQSh823rKSkhM7YTkecU17K2u0HmTVrVtKXqugK7dnVqE3jq7u351MPr6BH5mY+994IfXI6Jwnr7m1aLwLkPr2Onz/zGqdNOIFPnd/kv7IOS5X27Exht2ks3ZEfBT4BDAM2A1OD1x3i7gfcvSJ4/iSQaWaDOrreVDKrMJ/yPUfYsEulKkSkeYeO1vDY0s28e/KQTkvAUs2tF4zjqmnD+MnT63hkyeaww5EuotUzYe6+C3h/vDdsZoOB7e7uZjaTaEKoAU5tEBlfX6pip4ouikiznli+lUNVtczVgPyEMTO+/55JbN53hC88uJwhfXM47YSBYYclSa7ZJMzM/hdodsCYu9/c0orN7D6iZ2kHmdkm4BtAZvDe3wJXAx8zsxrgCDDXWxugJscZMSCXE/N6UrJ2Bx9W5WYRaUZxaRlj83sxfVT/sEPp1rIz0rnjg0Vc9ZsXuenPi3j442fqC7K0qKXuyIXAIiAHOBV4LXhMBbJaW7G7X+vuQ9w9092Hu/sf3P23QQKGu//S3Se6+xR3P93d/9PhvUlBkcJ8XnljD0eqasMORUSS0LrtB1lcto+5M0Yk/djR7qBvbiZ33TCTjDTjxrtK2V1xNOyQJIk1m4S5+z3ufg8wGYi4+/+6+/8C5xNNxCQJRArzqKqp46UNu8IORUSSUPGCcjLTjSunDQs7lJQxcmAuv7++iO0HKvnInxZSWa0vydK0WAbm9wf6NHjdK5gmSWDmmAH0yEynZK2q54vI8Y7W1PLwkk28c8JgBvZK/lI23cm0kf25fc5Ulpbv4zP3L6WuTqNt5O1iScJ+ACwxs7vN7B6ipSW+l9iwJFbZGemceeJAStbuREPqRKShp1ZtZ9/haubO1ID8MFw0aQhfuehknlyxjR/+49Www5EkFMvVkXeZ2f8BpwWTvujuunV8EokU5vHMqzt4Y9chTtAgUBEJzCstY1i/Hpx1oqr/hOUj54zhzT2H+N3zGxg5MJf3nzYq7JAkicR6A++jwFZgLzDezFq9bZF0nkhhPoC6JEXkmLLdh3lx/W7mzBhBWpoG5IfFzLjt0onMLszj64+u4rm1O8IOSZJILDfw/gjwPPAU8M3g522JDUvaYsSAXE7I60nJOiVhIhI1b2EZaQbXFA0PO5SUl5Gexi/fdyqFBb355F8Ws3rLgbBDkiQRy5mwW4AZwJvuPhuYBuxLZFDSdpHx+by8YbdKVYgINbV1PLBwE5HCfIb07RF2OAL0zM7gjzfMoHdOJh+6u5St+4+EHZIkgViSsEp3rwQws2x3fxUoTGxY0lYqVSEi9UrW7mTHwaPMUYX8pDK4bw533TiDiqM1fOjuhVQcrQk7JAlZLEnYJjPrR/QG20+b2aPAm4kMStpOpSpEpF5xaRl5vbM576T8sEORRk4e0odfvf9U1m0/yCf+spia2rqwQ5IQtZqEufuV7r7P3W8Dvgb8AbgiwXFJG+VkpnOGSlWIpLxt+yt59tUdXD19OJnpsV57JZ1p1vg8vn35Kcxft5NvPLZKn9kprMW/UDNLN7NjxU3cfb67P+buVYkPTdoqUphH2Z7DvLHrUNihiEhIHlq8iTqHOUXqikxm7zttJB+ddSJ/eaWMO/+9IexwJCQtJmHuXgusNbORnRSPdEBkvEpViKSyujqnuLSMM04YyOhBPcMOR1rxhXcV8u7JQ/jek6/y5IqtYYcjIWg2CTOzq4Kn/YFVZvaMmT1W/+ic8KQtRg5UqQqRVPbSht2U7zmiCvldRFqa8ZNrpnDqyH58et5SFpftDTsk6WQtnQn7f8HPrwGXAN8CftLgIUlIpSpEUldxaTl9e2TyromDww5FYpSTmc6d1xUxuG8O/3XPQsp2Hw47JOlEsQzMn9/UozOCk7arL1Xx8obdYYciIp1oz6Eqnlq5jSunDSMnMz3scKQNBvbK5q4bZlDrzg13L2DfYQ27ThUtJWEnmdny5h6dFqG0yVulKnRrDJFU8rclm6mqrVNtsC7qhLxe3PHBIjbtOcJNf17E0Rr1ZqSClm7g/QZwaWcFIvFxrFSFxoWJpAx3Z15pGVNG9OPkIX3CDkfaaeaYAfzomsncUryULz20gp++dwpmuu9nd9ZSElbl7irK2gVFCvN49tUdvLHrEGN0hZRIt7e4bB/rtlfw/asmhR2KdNDlU4dRvucwP/7nOkYMyOUz7xgfdkiSQC11R77YaVFIXL1VqkJdkiKpYF5pGblZ6Vw6ZWjYoUgcfGL2WN5bNJxfPPMaDywsDzscSaBmkzB3/2RnBiLxM3JgLicM6ql6YSIp4GBlNX9ftpVLJw+lV3ZLnRvSVZgZ371yEmeNHciXH17Bf9brnsDdle5p0U3NKszj5Q27qazW4E6R7uzx5Vs5Ul3LHNUG61Yy09P49func0JeT/773kW8tv1g2CFJAigJ66YihfkcranjJZWqEOnWiheUUVjQm2kj+oUdisRZ3x6Z/PGGGeRkpnPDXaXsO6qbfXc3LVbMb+nRmUFK2502ZgA5mWnMV5ekSLe1essBlm3az5wZI3QVXTc1vH8uf7i+iD2Hqvj54qMqXdHNtHQm7NIWHpckPjTpiJzMdM44YaAG54t0Y/cvLCcrPY0rpw0LOxRJoMnD+/GzOVN5Y38dP/nnurDDkThqdhSnu9/YmYFI/EUK83lu7So27jqkm/mKdDOV1bU8vHgTF54ymP49s8IORxLswlMGM3tEBnf+ewOR8XmcOXZQ2CFJHMQ0JszM3m1mXzCzr9c/Eh2YdFykMA9QqQqR7ugfK7dxoLKGuaqQnzLmnpTFmEE9+ewDy9h/uDrscCQOWk3CzOy3wBzgU4AB1wCjEhyXxMGogT0ZM6inqueLdEPFpWWMHJDL6ScMDDsU6STZ6cbP50xj58GjfOWRFbh72CFJB8VyJuxMd78O2Ovu3wTOAFTCt4uYNT6Pl15XqQqR7uSNXYd4ecMe5swYQVqaBuSnkknD+/Lpd4znieVb+duSzWGHIx0USxJ2JPh52MyGAtXAkMSFJPEUKcxTqQqRbmZeaTnpacbV04eHHYqE4KOzTmTm6AF8/dFVlO85HHY40gGxJGGPm1k/4EfAYmAjcF8CY5I4Ov2EgWRnqFSFSHdRXVvHg4s2Mbswn4I+OWGHIyFITzN+OmcKBnx63lJq69Qt2VW1moS5+7fdfZ+7P0R0LNhJ7v61xIcm8ZCTmc4ZJ6pUhUh38cyaHeyqOMq1qpCf0ob3z+XbV5zCwjf38puS9WGHI+0U69WRZ5rZ+4gO0L/czK5LbFgST5HxeWzcfZiNuw6FHYqIdNC80jIK+mQza3xe2KFIyC6fOpRLpwzl9n+9xrLyfWGHI+0Qy9WRfwZ+DJwNzAgeRQmOS+IoUpgPqFSFSFe3Zd8R5q/byTXTR5CRrrvOpToz4ztXnEJ+72xunbeUw1U1YYckbRTLX3ERcJa7f9zdPxU8bm7tTWb2RzPbYWYrm5lvZvYLM1tvZsvN7NS2Bi+xGT2oJ6MH5qpUhUgX98DCTdQ5zFFtMAn07ZHJT947lY27D/Htx9eEHY60USxJ2EpgcDvWfTdwYQvzLwLGBY+bgN+0YxsSo0hhvkpViHRhtXXO/QvLOXvsIEYMyA07HEkiZ5w4kJvOPYH7FpTx9OrtYYcjbRBLEjYIWG1mT5nZY/WP1t7k7s8De1pY5HLgTx71MtDPzFT6IkHqS1W8rFIVIl3Si+t3sXnfEZ0FkyZ99h2FTBjShy8+tJwdByvDDkdiFEsSdhtwBfA94CcNHh01DChv8HpTME0SoL5URYlKVYh0ScWlZfTPzeSdEwvCDkWSUFZGGr+4diqHjtbw+QeWq5p+F2GJ/EWZ2WjgcXc/pYl5jwM/cPcXgtfPAF9094VNLHsT0S5LCgoKphcXFycs5noVFRX06tUr4dvpTD9dWMn2w3X88NzO78roju0ZNrVpfCVzex446ny65DAXjMzg2pOzww4nZsncpl1RLO35rzeruXdNFR84OYsLRmV2UmRdV2cco7Nnz17k7k1e0JjR3JvM7AV3P9vMDgINMzUD3N37dDCuzUDD8+rDg2lv4+53AHcAFBUVeSQS6eCmW1dSUkJnbKczbcx8g9v+vpoxk2YwamDPTt12d2zPsKlN4yuZ2/PO5zdQ62v43FVnMq6gd9jhxCyZ27QriqU9Z7mz6e5SHnhtN9dfeHqXOl7CEPYx2lJ35PsB3L23u/dp8OgdhwQM4DHguuAqydOB/e6+NQ7rlWa8VapCXZIiXYW7c19pGdNH9dc/VGmVmfE/V0+mZ3YGtxQv5WiNLsZKZi0lYX+rf2JmD7V1xWZ2H/ASUGhmm8zsw2b2UTP7aLDIk8AGYD1wJ/Dxtm5D2uZYqQrVCxPpMha+uZcNOw9pQL7ELL93Dv/znsms3nqAnz69LuxwpAXNdkcS7Xasd0JbV+zu17Yy34FPtHW90jGRwnyKS8uorK4lJzM97HBEpBXFC8rplZ3BJZN18bjE7oIJBbzvtJHc8fwGIuPzOePEgWGHJE1o6UyYN/NcurBZhXlUVtfxyhstVQ8RkWSw/0g1T6zYwmVTh5Kb1dJ3ZpG3+3/vPpkxA3vymfuXsv9wddjhSBNaSsKmmNmBYGD+5OD5ATM7aGYHOitAia8zjpWqUJekSLJ7bNkWKqvrmKuuSGmH3KwMbp87lZ0Hj/LVR1aobEUSajYJc/f0BgPxMxIwMF9CkJOZzuknDGS+BueLJL15pWWcPKQPk4b1DTsU6aImD+/HrReM4/HlW3lkaZMFCCREugNsCooU5rFh1yHKdh8OOxQRacbKzftZufkA184cgZm1/gaRZnwsMpYZo/vz9UdWUb5Hn/vJRElYCjpWqmKduiRFklVxaRnZGWlcPkU3EpGOSU8zfvreqTjw2fuXUVunbslkoSQsBY0Z1JNRA3NVL0wkSR2pquXRJVu4eNIQ+uaq6rl03IgBuXzr8oks2LiH385/PexwJKAkLEVFxufxn9d3UVmtQn4iyeaJFVs5eLRGA/Ilrq6cNoxLJg/hZ0+vY/mmfWGHIygJS1mRwnyVqhBJUvNKyxgzqCczxwwIOxTpRsyM714xibze2dxavJTDVTVhh5TylISlqNNPGEiWSlWIJJ31Oyoo3biXOTM0IF/ir29uJj957xTe2H2I7zyxJuxwUp6SsBTVI0ulKkSS0bzSMjLSjPecOjzsUKSbOvPEQdx0zgn89ZUy/rV6e9jhpDQlYSksMl6lKkSSSVVNHQ8t3swFJxeQ1zs77HCkG/vMO8czYUgfvvjQcnYePBp2OClLSVgKixTmASpVIZIs/rVmO3sOVTFnpgbkS2JlZ6Tz87lTqThawxceXKZq+iFREpbCxgzqycgBKlUhkiyKS8sZ2jeHc8flhR2KpIBxBb35ysUn89zandz78pthh5OSlISlMDMjUqhSFSLJoHzPYf792k6uKRpBepoG5EvnuO6MUcwan8d3nljD+h0Hww4n5SgJS3GRwjwqq+tYoFIVIqF6YNEmAK4p0oB86Txmxo+umUzP7AxuKV5KVU1d2CGlFCVhKe6MEwYFpSrUJSkSlto654GF5ZwzLo/h/XPDDkdSTH7vHH5w1SRWbTnAT59eF3Y4KUVJWIqrL1Whwfki4Xl+3U627q/kWlXIl5C8c+Jgrp05gt89/zovvb477HBShpIwiZaq2HmI8j0qVSEShuLSMgb2zOL8kwvCDkVS2NcumcDogT357P1L2X+kOuxwUoKSMHmrVIWq54t0uh0HK3lmzQ7eM304WRn6SJbw5GZl8LM5U9l+8Chfe2Rl2OGkBP3Fi0pViITooUWbqalz5qgrUpLA1BH9uPX8cTy2bAuPLNkcdjjdnpIwaVCqYrdKVYh0IndnXmkZM0cP4MS8XmGHIwLAx2ePpWhUf772yEo27dUwlURSEiZAtEvySHUtpRtVqkKks7zyxh427j6ss2CSVNLTjJ/NmYoDn5m3jNo6VdNPFCVhAqhUhUgYiheU0Tsng4snDQk7FJHjjBiQyzcvm8iCjXv43fOvhx1Ot6UkTIBoqYrTxgzQ4HyRTrL/cDVPrtzGFVOH0SMrPexwRN7mqlOH8e7JQ/jpP9exYtP+sMPplpSEyTGRwnxeV6kKkU7xyNLNVNXUqStSkpaZ8d0rTmFQr2xumbeEI1UaMxxvSsLkmGOlKtapS1Ikkdyd+xaUMWlYX04Z1jfscESa1S83i5++dwobdh7iu0+uDjucbkdJmBxzwqCejBjQg/nqkhRJqOWb9vPqtoM6CyZdwpljB/Ff54zh3pfLeGbN9rDD6VaUhMkxZkZkfD7/eX03R2t02lkkUYpLy+mRmc5lU4eGHYpITD73rkJOHtKHLzy4nJ0Hj4YdTrehJEyOEynM43BVLaVv7A07FJFu6dDRGh5bupl3Tx5Cn5zMsMMRiUl2Rjo/nzuVg0dr+OJDy3FX2Yp4UBImxznjxIFkpafxnLokRRLiieVbOVRVy1x1RUoXM76gN1++6CSefXUH975SFnY43YKSMDlOblYGp52gUhUiiVJcWsbY/F5MH9U/7FBE2uyGM0dz7vg8vvvEatbvqAg7nC5PSZi8zazxeSpVIZIA67YfZHHZPubOGIGZhR2OSJuZGT++ejI9MtO5dd4Sqmrqwg6pS1MSJm8TKcwHVKpCJN6KF5STmW5cOW1Y2KGItFt+nxx+8J7JrNx8gJ/9a13Y4XRpSsLkbU7M68nw/ipVIRJPR2tqeXjJJt45YTADe2WHHY5Ih7xr4mDmzhjBb+e/zisbdocdTpeV0CTMzC40s7Vmtt7MvtTE/BvMbKeZLQ0eH0lkPBIbMyNSmKdSFSJx9NSq7ew7XM3cmRqQL93D1y6ZwKgBuXzm/mXsP1IddjhdUsKSMDNLB34FXARMAK41swlNLDrP3acGj98nKh5pm8j4fJWqEImjeaVlDOvXg7NOHBR2KCJx0TM7g5/Nmcq2A5V8/dGVYYfTJSXyTNhMYL27b3D3KqAYuDyB25M4OnNstFSFrpIU6biy3Yd5cf1u5swYQVqaBuRL9zFtZH9uOX8cjy7dwqNLN4cdTpeTkcB1DwPKG7zeBJzWxHLvMbNzgXXAp929vPECZnYTcBNAQUEBJSUl8Y+2kYqKik7ZTjIb1w+eXLKRs3t1PBFTe8af2jS+EtmeD66rwoDh1eWUlKTOPyodo/GVrO050Zyx/dL40oNLqd66lkE9us5w87DbNJFJWCz+Dtzn7kfN7L+Be4DzGi/k7ncAdwAUFRV5JBJJeGAlJSV0xnaS2fr0DXzniTWMnTKT4f1zO7QutWf8qU3jK1HtWVNbxxdefJbZJ+Vz1YUz4r7+ZKZjNL6SuT3HTTnMxb/4N/eX9eC+/zqd9C5yxjfsNk1kuroZaDgCdXgw7Rh33+3u9Teh+j0wPYHxSBsdK1WxVqUqRNqrZO1Odhw8qpt1S7c2cmAut102kQVv7OGO5zeEHU6XkcgkrBQYZ2ZjzCwLmAs81nABMxvS4OVlwJoExiNtVF+qQkmYSPsVl5aR1zub807KDzsUkYR6z6nDuHjSYH769FpWbt4fdjhdQsKSMHevAT4JPEU0ubrf3VeZ2bfM7LJgsZvNbJWZLQNuBm5IVDzSdm+VqtilUhUi7bBtfyXPvrqDq6cPJzO964yTEWkPM+N7V05iQM8sbi5ewpEq/d9oTUI/Fdz9SXcf7+4nuvt3g2lfd/fHgudfdveJ7j7F3We7+6uJjEfarr5UxcKNKlUh0lYPLd5EncOcInVFSmrol5vFT66Zyoadh/jek+rcao2+mkmLVKpCpH3q6pzi0jLOOGEgowf1DDsckU5z9rhBfOTsMfz55Td59tXtYYeT1JSESYtyszKYOWaAxoWJtNFLG3ZTvueIKuRLSvr8hYWcNLg3X3hwObsqjrb+hhSlJExaFSnM47UdFWzedyTsUES6jOLScvr2yORdEweHHYpIp8vOSOfnc6dxoLKGLz64HHcPO6SkpCRMWhUpzANQl6RIjPYequKpldu4ctowcjLTww5HJBSFg3vzpQtP4plXd/CXV8rCDicpKQmTVp2Y14th/VSqQiRWDy/ZTFVtnWqDScq74czRnDNuEN95YjWv76wIO5ykoyRMWnWsVMX6XVTV1IUdjkhSc3fmlZYxZUQ/Th7SJ+xwREKVlmb8+Jop9MhM59bipfof0oiSMIlJpDCfQ1W1LNy4J+xQRJLakvJ9rNtewbU6CyYCQEGfHL5/1SRWbN7P7f9aF3Y4SUVJmMTkzBODUhXr1CUp0pLiBWXkZqVzyZShYYcikjQuPGUI7y0azm/mv86CN/Rlvp6SMIlJz+wMZozpz3OvanC+SHMOVlbz92VbuXTyUHplZ4QdjkhS+calExk5IJdPz1vKgcrqsMNJCkrCJGaR8fkqVSHSgseXb+VIda1qg4k0oWd2Bj+bM5VtByr5xqOrwg4nKSgJk5ipVIVIy4oXlFFY0JupI/qFHYpIUjp1ZH8+dd5Y/rZkM48t2xJ2OKFTEiYxG5uvUhUizVm95QDLNu1nzowRmFnY4YgkrU/OHsupI/vx1b+tSPmeFSVhEjMzY5ZKVYg06f6F5WSlp3HltGFhhyKS1DLS0/jZnKnU1TmfmbeU2rrUraavJEzaJDI+T6UqRBqprK7l4cWbuPCUwfTvmRV2OCJJb9TAnnzjsom88sYe7vz3hrDDCY2SMGmTM8cOIjPdVKpCpIF/rNzGgcoa5qo2mEjMrpk+nItOGcxP/rmWlZv3hx1OKJSESZv0ys5gxugBGpwv0kBxaRkjB+Ry+gkDww5FpMswM7535SQG9MziluIlHKmqDTukTqckTNosUpjHuu0VbEnxAZUiAG/sOsTLG/YwZ8YI0tI0IF+kLfr3zOLH10zh9Z2H+P7/rQk7nE6nJEzaLFKYD6CrJEWAeaXlpKcZV08fHnYoIl3SOePy+PDZY/jTS2+mXEFwJWHSZuOOlapIrT8Wkcaqa+t4cNEmZhfmU9AnJ+xwRLqsz7+rkJMG9+bzDy5jV8XRsMPpNErCpM3qS1W8qFIVkuKeWbODXRVHuVYV8kU6JCczndvnTuXAkRq+9NBy3FOjbIWSMGmXY6Uq3lSpCkld80rLKOiTzazxeWGHItLlnTS4D1+4sJB/rdnBfQvKww6nUygJk3apL1UxX+PCJEVt2XeE+et2cs30EWSk66NUJB4+dNYYzh47iG8/vpoNOyvCDifh9Mkh7fJWqQolYZKaHli4iTqHOaoNJhI3aWnGT947hezMNG6dt5Tq2u495EVJmLRbpDCPtdsPqlSFpJzaOuf+heWcPXYQIwbkhh2OSLdS0CeH7185ieWb9vPzf70WdjgJpSRM2q2+VMV8Vc+XFPPi+l1s3ndEZ8FEEuSiSUO4Zvpwfl2yntJufJs8JWHSbuPyezG0b45KVUjKKS4to39uJu+cWBB2KCLd1jcum8jw/rncWryUA5XVYYeTEErCpN2ipSryeXH9bpWqkJSxq+IoT6/ezlWnDic7Iz3scES6rV7ZGfxszlS2HajktkdXhR1OQigJkw6JFOZRcbSGRW/uDTsUkU7xt8Wbqa513axbpBNMH9WfT84ey8NLNvP3ZVvCDifulIRJh5wVlKooWacuSen+3J37SsuYPqo/4wp6hx2OSEr41HljmTqiH1/924pudyGYkjDpkF7ZGRSNGqB6YZISFr65lw07D2lAvkgnykhP4/Y5U6mpcz57/zLq6rpPNX0lYdJhkcI8Xt2mUhXS/RUvKKdXdgaXTB4SdigiKWX0oJ7cdulEXtqwmzv/vSHscOJGSZh0mEpVSCrYf6SaJ1Zs4bKpQ8nNygg7HJGUc03RcN41sYAf/3Mtq7bsDzucuFASJh02vqAXQ1SqQrq5x5ZtobK6TgPyRUJiZvzgqsn0z83iluKlVFbXhh1ShyU0CTOzC81srZmtN7MvNTE/28zmBfNfMbPRiYxHEsPMiBTmqVSFdGvzSss4eUgfJg3rG3YoIimrf88sfnzNFNbvqOD7T64JO5wOS1gSZmbpwK+Ai4AJwLVmNqHRYh8G9rr7WOBnwA8TFY8k1qzx+SpVId3Wys37Wbn5ANfOHIGZhR2OSEo7d3weN541mnteepPnungPTCLPhM0E1rv7BnevAoqByxstczlwT/D8QeB80ydcl3TW2IFkpKlUhXRPxaVlZGekcfmUYWGHIiLAFy88ifEFvfj8A8vZXXE07HDaLZFJ2DCgvMHrTcG0Jpdx9xpgPzAwgTFJgvTOyaRodH+VqpBu50hVLY8u2cLFk4bQNzcz7HBEBMjJTOfnc6dx4Eg1X3xoBe5ds2xFl7jEx8xuAm4CKCgooKSkJOHbrKio6JTtdCcjM6p4eVs1D//jWQbkHJ/fqz3jT20aX82154ubqzl4tIaTMnervdtIx2h8qT3f7qqxGRSv2c437/0XkRFt/5IUdpsmMgnbDDS8jGh4MK2pZTaZWQbQF9jdeEXufgdwB0BRUZFHIpFExHuckpISOmM73cngkw5w/7p/UzVgLJGZI4+bp/aMP7VpfDXXnr/67X8YMyiTm66cpfFgbaRjNL7Unm937rlO+R9fYd66fVx34RmckNerTe8Pu00T2R1ZCowzszFmlgXMBR5rtMxjwPXB86uBZ72rnlMUCgt6M7hPDiXqkpRuYv2OCko37mXODA3IF0lGaWnGj6+ZQlZGGp+et5Tq2q51hX7CkrBgjNcngaeANcD97r7KzL5lZpcFi/0BGGhm64HPAG8rYyFdx1ulKnZ1uT8Ekabcv7CcjDTjPacODzsUEWnGkL49+P5Vk1i2aT+/eOa1sMNpk4TWCXP3J919vLuf6O7fDaZ93d0fC55Xuvs17j7W3We6e/e5F0GKihTmc1ClKqQbqKqp46FFm7jg5ALyemeHHY6ItODiSUO4evpwfvXceko37gk7nJipYr7E1bFSFeqSlC7uX2u2s/tQFXNmqkK+SFfwjUsnMKx/Dz49bykHK6vDDicmSsIkrupLVegWRtLVFZeWM7RvDueOyws7FBGJQe+cTG6fM5Ut+47wjcdWhR1OTJSESdxFCvN5ddtBtu2vDDsUkXYp33OYf7+2k2uKRpCepgH5Il3F9FED+OTssTy8eDOPL98SdjitUhImcRcpjJ45mK/q+dJFPbBoEwDXFGlAvkhX86nzxzFlRD++8vAKtu4/EnY4LVISJnGnUhXSldXWOQ8sLOfccXkM758bdjgi0kaZ6WncPmcqNXXOZ+9fRl1d8la+UhImcVdfquKF11SqQrqe59ftZOv+SubO0IB8ka5qzKCefP2SCfzn9d38/oXkLbygJEwSIlKYx8GjNSxWqQrpYopLyxjYM4vzTy4IOxQR6YA5M0bwzgkF/OiptazeciDscJqkJEwS4qyxg6KlKtapS1K6jh0HK3lmzQ6unj6crAx9PIp0ZWbGD94zmX65WdxSvITK6tqwQ3obfcpIQvTOyWT6qP4aFyZdykOLNlNT57xXXZEi3cKAnln8+JopvLajgh/836thh/M2SsIkYSKF+azZekClKqRLcHfmlZYxc/QATmzjTYBFJHnNGp/HDWeO5u7/bGR+kvXOKAmThFGpCulK1u6tY+Puw8xVhXyRbudLF53E+IJefO6BZeyuOBp2OMcoCZOEOWmwSlVI1zG/vJreORlcdMqQsEMRkTjLyUzn9jnT2H+4mi8/vAL35ChboSRMEsbMmDU+WqqiJonrtIjsP1xN6fZarpg6jB5Z6WGHIyIJMGFoHz7/rkL+uXo780rLww4HgIywA5DuLVKYx7yF5by+L4MLwg5GklZdnVNVW0d1bR3VtU51bR1VNY1e19ZRXdPodfCoqqmjqtaD+cG0YLn6acdeH3vPW693V1RRUxe9pF1Euq8Pnz2G59bu4Jt/X81pJwwMOxwlYZJYZ42LlqpYvjP5Lg1OBbV1TScwRxskK40TkmMJSysJTdVx84N119Q1SpCaTqjemhZNvmoTdKY0Kz2NzHQjMyONzPS0t16nR19nZqSRlW4M7JXFu3pkcMqwvgmJQ0SSQ1qa8ZP3TuHC2//NrfOW8qmTw+2lURImCdUnJ5NTR/XniTf28M+vPgmAYRDcE7n+1shmwfTgef08C14cu4WyNXyPNXhvo2kN1gN23Dpj2R4Nlzs2v+Xt0ULcTW3vbe+PYXs0WH7v/iPkLHn+7UlPzVuvE9ULnJXx9oQmO6M+sXlrWo/MdPrkZDRIeI5/T1ZGo9fHpkWnv/U8eB2s57jXx6Y1eB3Mb/z7bElJSUliGktEksqQvj343pWT+MRfF/NYViYXnBdeLErCJOG+fskEfvvEK4wYORKA+vGQjsOx58FP9wbzOba8B68ajqWsH1jpjdd57D00ek+DdTdYvqXtNfzRcHtv30aDeU3F0tb4GrZHo+XqY/FKY8ignk0nIBlvT0iaTGgaJD1ZDZKnY2eNMo5PkDLTjfS0tiU3IiLJ5t2Th7C4bAy9Dm8JNQ4lYZJwpwzry9Xjs4hETgo7lG6lpKSESGR62GGIiHRJX7tkAiUl4ZZQ0tWRIiIiIiFQEiYiIiISAiVhIiIiIiFQEiYiIiISAiVhIiIiIiFQEiYiIiISAiVhIiIiIiFQEiYiIiISAiVhIiIiIiFQEiYiIiISAiVhIiIiIiFQEiYiIiISAiVhIiIiIiEwdw87hjYxs53Am52wqUHArk7YTqpQe8af2jS+1J7xpzaNL7Vn/HVGm45y97ymZnS5JKyzmNlCdy8KO47uQu0Zf2rT+FJ7xp/aNL7UnvEXdpuqO1JEREQkBErCREREREKgJKx5d4QdQDej9ow/tWl8qT3jT20aX2rP+Au1TTUmTERERCQEOhMmIiIiEoKUScLMbISZPWdmq81slZndEkwfYGZPm9lrwc/+wfSTzOwlMztqZp9rYn3pZrbEzB7v7H1JBvFsTzPbaGYrzGypmS0MY3+SQZzbtJ+ZPWhmr5rZGjM7I4x9ClO82tPMCoNjs/5xwMxuDWm3QhXnY/TTwTpWmtl9ZpYTxj6FKc7teUvQlqtS9fiEdrXp+81sefA/6D9mNqXBui40s7Vmtt7MvpSQeFOlO9LMhgBD3H2xmfUGFgFXADcAe9z9B0Ej93f3L5pZPjAqWGavu/+40fo+AxQBfdz9ks7bk+QQz/Y0s41AkbundP2bOLfpPcC/3f33ZpYF5Lr7vk7doZDF+28+WGc6sBk4zd07o15hUolXm5rZMOAFYIK7HzGz+4En3f3uzt6nMMWxPU8BioGZQBXwD+Cj7r6+k3cpdO1o0zOBNe6+18wuAm5z99OCv/V1wDuATUApcK27r45nvClzJszdt7r74uD5QWANMAy4HLgnWOweor8s3H2Hu5cC1Y3XZWbDgXcDv0985Mkpnu0pUfFqUzPrC5wL/CFYrirVEjBI2DF6PvB6KiZgEPc2zQB6mFkGkAtsSWz0ySeO7Xky8Iq7H3b3GmA+cFXi9yD5tKNN/+Pue4PpLwPDg+czgfXuvsHdq4gmuZfHO96UScIaMrPRwDTgFaDA3bcGs7YBBTGs4nbgC0BdIuLrauLQng7808wWmdlNiYmya+lgm44BdgJ3WbTL/Pdm1jNhwXYBcThG680F7otvdF1TR9rU3TcDPwbKgK3Afnf/Z+KiTX4dPEZXAueY2UAzywUuBkYkKtauoh1t+mHg/4Lnw4DyBvM2BdPiKuWSMDPrBTwE3OruBxrO82jfbIv9s2Z2CbDD3RclLsquo6PtGTjb3U8FLgI+YWbnxj/SriMObZoBnAr8xt2nAYeAhIxn6AridIwSdOteBjwQ9yC7mDh8jvYnelZhDDAU6GlmH0hQuEmvo+3p7muAHwL/JNoVuRSoTUiwXURb29TMZhNNwr7YaUGSYkmYmWUS/aX8xd0fDiZvD/qQ6/uSd7SymrOAy4JxTMXAeWZ2b4JCTmpxas/6b8W4+w7gb0RPA6ekOLXpJmCTu78SvH6QaFKWcuJ1jAYuAha7+/b4R9p1xKlNLwDecPed7l4NPAycmaiYk1kcP0f/4O7T3f1cYC/R8Uwpqa1tamaTiQ4vutzddweTN3P82cThwbS4SpkkzMyM6BiZNe7+0wazHgOuD55fDzza0nrc/cvuPtzdRxPtmnjW3VPuG1y82tPMegaDJwm6zN5J9NR6yonjMboNKDezwmDS+UBcB5N2BfFqzwauJcW7IuPYpmXA6WaWG6zzfKJjd1JKPI/RYNA+ZjaS6Hiwv8Y32q6hrW0atNfDwAfdvWHiWgqMM7MxwVnwucE64svdU+IBnE309ONyoqdqlxLtNx8IPAO8BvwLGBAsP5joGYUDwL7geZ9G64wAj4e9b125PYETgGXBYxXw1bD3rau3aTBvKrAwWNcjRK8ECn0fu3B79gR2A33D3q9u1KbfBF4l+qXrz0B22PvXxdvz30S/bC0Dzg9737pQm/6e6JnD+mUXNljXxUTPKL5Ogv43pUyJChEREZFkkjLdkSIiIiLJREmYiIiISAiUhImIiIiEQEmYiIiISAiUhImIiIiEQEmYiKQMM7vCzNzMTmow7Swz+4+ZPWpm/x1mfCKSWlSiQkRShpnNI3qbnGfd/RthxyMiqU1nwkQkJQT3kjub6P3h5gbTImZWYmYPmtmrZvaXoOI2ZnZ+cAP0FWb2RzPLDjF8EemGlISJSKq4HPiHR29NstvMpgfTpwG3AhOI3sHhLDPLAe4G5rj7JKI3Rf9Yp0csIt2akjARSRXXAsXB8+LgNcACd9/k7nVEb1syGigkeoPp+nvJ3QOc23mhikgqyAg7ABGRRDOzAcB5wCQzcyCd6P3lngCONli0Fn0uikgn0ZkwEUkFVwN/dvdR7j7a3UcAbwDnNLP8WmC0mY0NXn8QmN8JcYpIClESJiKp4Frgb42mPcRbXZLHcfdK4EbgATNbAdQBv01ohCKSclSiQkRERCQEOhMmIiIiEgIlYSIiIiIhUBImIiIiEgIlYSIiIiIhUBImIiIiEgIlYSIiIiIhUBImIiIiEgIlYSIiIiIh+P/IgFIrvBvagQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "from statsmodels.tsa.seasonal import seasonal_decompose\n", "\n", "years = [str(year) for year in range(2014, 2021)]\n", "trade_visual = trade_regions.set_index('Country Name')[years].transpose()\n", "\n", "# Resumen estadístico\n", "print(trade_visual.describe())\n", "\n", "# Gráficos de series temporales para cada país\n", "for column in trade_visual.columns:\n", " plt.figure(figsize=(10, 6))\n", " plt.plot(trade_visual.index, trade_visual[column])\n", " plt.title(f'Trade Balance in Constant Dollars for {column}')\n", " plt.xlabel('Año')\n", " plt.ylabel('Final Trade Balance')\n", " plt.grid(True)\n", " plt.show()\n", "\n", "# Descomposición de series temporales del total agregado\n", "result = seasonal_decompose(trade_visual.sum(axis=1), model='additive', period=1)\n", "result.plot()\n", "plt.show()\n", "\n", "# Correlación entre regiones\n", "plt.figure(figsize=(10, 8))\n", "sns.heatmap(trade_visual.corr(), annot=True, cmap='coolwarm')\n", "plt.title('Matriz de Correlación entre Regiones')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "90df3340", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 5 }