{"id":15506,"date":"2022-04-17T18:30:46","date_gmt":"2022-04-17T17:30:46","guid":{"rendered":"https:\/\/complex-systems-ai.com\/?page_id=15506"},"modified":"2024-02-13T13:46:14","modified_gmt":"2024-02-13T12:46:14","slug":"analyse-descriptive","status":"publish","type":"page","link":"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/","title":{"rendered":"An\u00e1lisis Descriptivo 101"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"15506\" class=\"elementor elementor-15506\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d6e386e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d6e386e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-2ca82e3\" data-id=\"2ca82e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-941ee15 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"941ee15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/es\/2020\/04\/03\/teorias-y-algoritmos-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Teor\u00eda<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5dcd8d4\" data-id=\"5dcd8d4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-185317e elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"185317e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/es\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Pagina de inicio<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fde0591\" data-id=\"fde0591\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9ce794 elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"c9ce794\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/en.wikipedia.org\/wiki\/Descriptive_statistics\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Wiki<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5589341 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5589341\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1cb405b\" data-id=\"1cb405b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-904febb elementor-widget elementor-widget-toggle\" data-id=\"904febb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1511\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1511\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">I. An\u00e1lisis descriptivo de una variable<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1511\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1511\"><ul><li><a title=\"Distribuci\u00f3n de frecuencias\" href=\"https:\/\/en.wikipedia.org\/wiki\/Frequency_distribution\" target=\"_blank\" rel=\"noopener\">distribuci\u00f3n<\/a><\/li><li>\u00a0tendencia central<ul><li><a title=\"Promedio\" href=\"https:\/\/en.wikipedia.org\/wiki\/Mean\" target=\"_blank\" rel=\"noopener\">significar<\/a><\/li><li><a title=\"Mediana\" href=\"https:\/\/en.wikipedia.org\/wiki\/Median\" target=\"_blank\" rel=\"noopener\">mediana<\/a><\/li><li><a title=\"Moda (estad\u00edsticas)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Mode_(statistics)\" target=\"_blank\" rel=\"noopener\">Moda<\/a><\/li><\/ul><\/li><li>dispersi\u00f3n<ul><li><a title=\"Diferencia\" href=\"https:\/\/en.wikipedia.org\/wiki\/Variance#Sample_variance\" target=\"_blank\" rel=\"noopener\">Diferencia<\/a><\/li><li><a title=\"Desviaci\u00f3n Est\u00e1ndar\" href=\"https:\/\/en.wikipedia.org\/wiki\/Standard_deviation\" target=\"_blank\" rel=\"noopener\">Desviaci\u00f3n Est\u00e1ndar<\/a><\/li><li><a title=\"Desviaci\u00f3n absoluta media\" href=\"https:\/\/en.wikipedia.org\/wiki\/Average_absolute_deviation\" target=\"_blank\" rel=\"noopener\">Desviaci\u00f3n absoluta media<\/a><\/li><li><a title=\"coeficiente de variaci\u00f3n\" href=\"https:\/\/en.wikipedia.org\/wiki\/Coefficient_of_variation\" target=\"_blank\" rel=\"noopener\">coeficiente de variaci\u00f3n<\/a><\/li><li><a title=\"percentil\" href=\"https:\/\/en.wikipedia.org\/wiki\/Percentile\" target=\"_blank\" rel=\"noopener\">percentil<\/a><\/li><li><a title=\"Rango (estad\u00edsticas)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Range_(statistics)\" target=\"_blank\" rel=\"noopener\">Ordenado<\/a><\/li><li><a title=\"Rango intercuartil\" href=\"https:\/\/en.wikipedia.org\/wiki\/Interquartile_range\" target=\"_blank\" rel=\"noopener\">Rango intercuartil<\/a><\/li><\/ul><\/li><li>forma<ul><li><a title=\"Teorema del l\u00edmite central\" href=\"https:\/\/en.wikipedia.org\/wiki\/Central_limit_theorem\" target=\"_blank\" rel=\"noopener\">Teorema del l\u00edmite central<\/a><\/li><li><a title=\"Momento (matem\u00e1ticas)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Moment_(mathematics)\" target=\"_blank\" rel=\"noopener\">Momentos<\/a><\/li><li><a title=\"Oblicuidad\" href=\"https:\/\/en.wikipedia.org\/wiki\/Skewness\" target=\"_blank\" rel=\"noopener\">Oblicuidad<\/a><\/li><li><a title=\"curtosis\" href=\"https:\/\/en.wikipedia.org\/wiki\/Kurtosis\" target=\"_blank\" rel=\"noopener\">curtosis<\/a><\/li><li><a title=\"momento L\" href=\"https:\/\/en.wikipedia.org\/wiki\/L-moment\" target=\"_blank\" rel=\"noopener\">Momentos L<\/a><\/li><\/ul><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1512\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1512\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">II. Resumen de datos<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1512\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1512\"><ul><li><a title=\"datos agrupados\" href=\"https:\/\/en.wikipedia.org\/wiki\/Grouped_data\" target=\"_blank\" rel=\"noopener\">datos agrupados<\/a><\/li><li><a title=\"Distribuci\u00f3n de frecuencias\" href=\"https:\/\/en.wikipedia.org\/wiki\/Frequency_distribution\" target=\"_blank\" rel=\"noopener\">Distribuci\u00f3n de frecuencias<\/a><\/li><li><a title=\"Mesa de contingencia\" href=\"https:\/\/en.wikipedia.org\/wiki\/Contingency_table\" target=\"_blank\" rel=\"noopener\">Mesa de contingencia<\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1513\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1513\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">tercero Adiccion<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1513\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1513\"><ul><li><a title=\"Coeficiente de correlaci\u00f3n de Pearson\" href=\"https:\/\/en.wikipedia.org\/wiki\/Pearson_correlation_coefficient\" target=\"_blank\" rel=\"noopener\">Correlaci\u00f3n producto-momento de Pearson<\/a><\/li><li><a title=\"Correlaci\u00f3n de rango\" href=\"https:\/\/en.wikipedia.org\/wiki\/Rank_correlation\" target=\"_blank\" rel=\"noopener\">Correlaci\u00f3n de rango<\/a>\u00a0<ul><li><a title=\"Coeficiente de correlaci\u00f3n de rango de Spearman\" href=\"https:\/\/en.wikipedia.org\/wiki\/Spearman%27s_rank_correlation_coefficient\" target=\"_blank\" rel=\"noopener\">\u03c1 de Spearman<\/a><\/li><li><a title=\"Coeficiente de correlaci\u00f3n de rango de Kendall\" href=\"https:\/\/en.wikipedia.org\/wiki\/Kendall_rank_correlation_coefficient\" target=\"_blank\" rel=\"noopener\">\u03c4 de Kendall<\/a><\/li><\/ul><\/li><li><a title=\"Correlaci\u00f3n parcial\" href=\"https:\/\/en.wikipedia.org\/wiki\/Partial_correlation\" target=\"_blank\" rel=\"noopener\">Correlaci\u00f3n parcial<\/a><\/li><li><a title=\"Gr\u00e1fico de dispersi\u00f3n\" href=\"https:\/\/en.wikipedia.org\/wiki\/Scatter_plot\" target=\"_blank\" rel=\"noopener\">Gr\u00e1fico de dispersi\u00f3n<\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1514\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1514\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">IV. An\u00e1lisis de categor\u00edas<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1514\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1514\"><ul><li><a title=\"Kappa de Cohen\" href=\"https:\/\/en.wikipedia.org\/wiki\/Cohen%27s_kappa\" target=\"_blank\" rel=\"noopener\">Kappa de Cohen<\/a><\/li><li><a title=\"Mesa de contingencia\" href=\"https:\/\/en.wikipedia.org\/wiki\/Contingency_table\" target=\"_blank\" rel=\"noopener\">Mesa de contingencia<\/a><\/li><li><a title=\"modelo gr\u00e1fico\" href=\"https:\/\/en.wikipedia.org\/wiki\/Graphical_model\" target=\"_blank\" rel=\"noopener\">modelo gr\u00e1fico<\/a><\/li><li><a title=\"pez de regresi\u00f3n\" href=\"https:\/\/en.wikipedia.org\/wiki\/Poisson_regression\" target=\"_blank\" rel=\"noopener\">Modelo log-lineal<\/a><\/li><li><a title=\"prueba de McNemar\" href=\"https:\/\/en.wikipedia.org\/wiki\/McNemar%27s_test\" target=\"_blank\" rel=\"noopener\">prueba de McNemar<\/a><\/li><li><a class=\"mw-redirect\" title=\"Estad\u00edsticas de Cochran-Mantel-Haenszel\" href=\"https:\/\/en.wikipedia.org\/wiki\/Cochran-Mantel-Haenszel_statistics\" target=\"_blank\" rel=\"noopener\">Estad\u00edsticas de Cochran-Mantel-Haenszel<\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1515\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1515\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">V. Representaci\u00f3n gr\u00e1fica<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1515\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1515\"><ul><li><a title=\"gr\u00e1fico de barras\" href=\"https:\/\/en.wikipedia.org\/wiki\/Bar_chart\" target=\"_blank\" rel=\"noopener\">gr\u00e1fico de barras<\/a><\/li><li><a title=\"Biplot\" href=\"https:\/\/en.wikipedia.org\/wiki\/Biplot\" target=\"_blank\" rel=\"noopener\">Biplot<\/a><\/li><li><a title=\"diagrama de caja\" href=\"https:\/\/en.wikipedia.org\/wiki\/Box_plot\" target=\"_blank\" rel=\"noopener\">diagrama de caja<\/a><\/li><li><a title=\"Tabla de control\" href=\"https:\/\/en.wikipedia.org\/wiki\/Control_chart\" target=\"_blank\" rel=\"noopener\">Tabla de control<\/a><\/li><li><a title=\"Correlograma\" href=\"https:\/\/en.wikipedia.org\/wiki\/Correlogram\" target=\"_blank\" rel=\"noopener\">Correlograma<\/a><\/li><li><a title=\"Gr\u00e1fico de abanico (estad\u00edsticas)\" href=\"https:\/\/en.wikipedia.org\/wiki\/Fan_chart_(statistics)\" target=\"_blank\" rel=\"noopener\">gr\u00e1fico de abanico<\/a><\/li><li><a title=\"diagrama de bosque\" href=\"https:\/\/en.wikipedia.org\/wiki\/Forest_plot\" target=\"_blank\" rel=\"noopener\">diagrama de bosque<\/a><\/li><li><a title=\"Histograma\" href=\"https:\/\/en.wikipedia.org\/wiki\/Histogram\" target=\"_blank\" rel=\"noopener\">Histograma<\/a><\/li><li><a title=\"Gr\u00e1fico circular\" href=\"https:\/\/en.wikipedia.org\/wiki\/Pie_chart\" target=\"_blank\" rel=\"noopener\">Gr\u00e1fico circular<\/a><\/li><li><a title=\"Gr\u00e1fica Q-Q\" href=\"https:\/\/en.wikipedia.org\/wiki\/Q%E2%80%93Q_plot\" target=\"_blank\" rel=\"noopener\">Gr\u00e1fica Q-Q<\/a><\/li><li><a title=\"Tabla de ejecutar\" href=\"https:\/\/en.wikipedia.org\/wiki\/Run_chart\" target=\"_blank\" rel=\"noopener\">Tabla de ejecutar<\/a><\/li><li><a title=\"Gr\u00e1fico de dispersi\u00f3n\" href=\"https:\/\/en.wikipedia.org\/wiki\/Scatter_plot\" target=\"_blank\" rel=\"noopener\">Gr\u00e1fico de dispersi\u00f3n<\/a><\/li><li><a title=\"Exhibici\u00f3n de tallo y hojas\" href=\"https:\/\/en.wikipedia.org\/wiki\/Stem-and-leaf_display\" target=\"_blank\" rel=\"noopener\">Exhibici\u00f3n de tallo y hojas<\/a><\/li><li><a title=\"Carta de radar\" href=\"https:\/\/en.wikipedia.org\/wiki\/Radar_chart\" target=\"_blank\" rel=\"noopener\">Carta de radar<\/a><\/li><li><a title=\"trama de viol\u00edn\" href=\"https:\/\/en.wikipedia.org\/wiki\/Violin_plot\" target=\"_blank\" rel=\"noopener\">trama de viol\u00edn<\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1516\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1516\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">VI. Tutoriales<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1516\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1516\"><p>Bibliotecas de an\u00e1lisis:<\/p><ul><li><a href=\"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/buenas-practicas-para-analisis-exploratorio-de-datos\/\">Tutorial sobre mejores pr\u00e1cticas en an\u00e1lisis exploratorio de datos<\/a><\/li><li><a href=\"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/analisis-de-datos-bajo-sweetviz\/\">Tutorial sobre Sweetviz (an\u00e1lisis completo de datos)<\/a><\/li><li><a href=\"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/analisis-semiautomatico-de-datos\/\">Tutorial sobre an\u00e1lisis de datos semiautom\u00e1tico<\/a><\/li><li><a href=\"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/analisis-exploratorio-de-texto\/\">Tutorial de an\u00e1lisis de comentarios en redes sociales<\/a><\/li><\/ul><p>Descripci\u00f3n de las columnas:<\/p><ul><li><a href=\"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/tutorial-sobre-la-media-geometrica-y-armonica\/\">Tutorial sobre el uso de la media geom\u00e9trica y arm\u00f3nica<\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6be150e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6be150e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e240159\" data-id=\"e240159\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f770d0f elementor-widget elementor-widget-heading\" data-id=\"f770d0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenido<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Tabla de contenido alternativo\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Palanca<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/complex-systems-ai.com\/es\/analisis-descriptivo\/#Analyse-descriptive\" >An\u00e1lisis descriptivo<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Analyse-descriptive\"><\/span>An\u00e1lisis descriptivo<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-86f6fe2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86f6fe2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1b3bbbf\" data-id=\"1b3bbbf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5bbaa18 elementor-widget elementor-widget-text-editor\" data-id=\"5bbaa18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>El an\u00e1lisis descriptivo proporciona res\u00famenes simples sobre la muestra y las observaciones que se realizaron. Estos res\u00famenes pueden ser cuantitativos, es decir, estad\u00edsticas resumidas, o visuales, es decir, gr\u00e1ficos f\u00e1ciles de entender. Estos res\u00famenes pueden formar la base de la descripci\u00f3n inicial de los datos para un an\u00e1lisis estad\u00edstico posterior o valerse por s\u00ed solos para una encuesta en particular.<\/p><p>Por ejemplo, el porcentaje de tiros de baloncesto es una estad\u00edstica descriptiva que resume el rendimiento de un jugador o un equipo. Este n\u00famero es el n\u00famero de disparos realizados dividido por el n\u00famero de disparos. Por ejemplo, un jugador que tira 33 % hace uno de cada tres tiros. El porcentaje resume o describe varios eventos discretos. Considere tambi\u00e9n el promedio de calificaciones acumulado. Este n\u00famero \u00fanico describe el desempe\u00f1o general de un estudiante en todas sus experiencias de curso.<\/p><p>El uso de estad\u00edsticas descriptivas y resumidas tiene una larga historia y, de hecho, la simple tabulaci\u00f3n de poblaciones y datos econ\u00f3micos fue la primera forma en que surgi\u00f3 el tema de las estad\u00edsticas. M\u00e1s recientemente, se ha formulado un conjunto de t\u00e9cnicas de s\u00edntesis bajo el t\u00edtulo de an\u00e1lisis exploratorio de datos: un ejemplo de tal t\u00e9cnica es el diagrama de caja.<\/p><p>En el mundo de los negocios, las estad\u00edsticas descriptivas proporcionan un resumen \u00fatil de muchos tipos de datos. Por ejemplo, los inversionistas y los corredores pueden usar una cuenta hist\u00f3rica del comportamiento del desempe\u00f1o al realizar un an\u00e1lisis emp\u00edrico y anal\u00edtico de sus inversiones para tomar mejores decisiones de inversi\u00f3n en el futuro.<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-15509 size-medium\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2022\/04\/describe_cap.xml_Graph_cmd2o2-300x200.png\" alt=\"an\u00e1lisis descriptivo\" width=\"300\" height=\"200\" title=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2022\/04\/describe_cap.xml_Graph_cmd2o2-300x200.png 300w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2022\/04\/describe_cap.xml_Graph_cmd2o2-18x12.png 18w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2022\/04\/describe_cap.xml_Graph_cmd2o2.png 578w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Teor\u00eda Homepage Wiki I. An\u00e1lisis descriptivo de una variable distribuci\u00f3n tendencia central media mediana moda dispersi\u00f3n Varianza Desviaci\u00f3n est\u00e1ndar Media desviaci\u00f3n absoluta Coeficiente de variaci\u00f3n \u2026 <\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-15506","page","type-page","status-publish","hentry"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/15506","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/comments?post=15506"}],"version-history":[{"count":19,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/15506\/revisions"}],"predecessor-version":[{"id":20640,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/15506\/revisions\/20640"}],"wp:attachment":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/media?parent=15506"}],"curies":[{"name":"gracias","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}