{"id":12337,"date":"2021-10-22T00:00:07","date_gmt":"2021-10-22T07:00:07","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=12337"},"modified":"2021-10-21T15:24:57","modified_gmt":"2021-10-21T22:24:57","slug":"data-visualization-charts-7-0-2","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/es\/data-visualization-charts-7-0-2\/","title":{"rendered":"Mejora la visualizaci\u00f3n de datos con gr\u00e1ficos en Couchbase 7.0.2"},"content":{"rendered":"<p><strong>Si una imagen es<\/strong> vale m\u00e1s que mil palabras, la visualizaci\u00f3n de datos vale m\u00e1s que mil puntos de datos.<\/p>\n<p>Con el lanzamiento de Couchbase 7.0.2, el Query Workbench (y el Analytics Workbench) incluyen ahora una pesta\u00f1a de Gr\u00e1ficos que permite crear gr\u00e1ficos y otras visualizaciones de datos basadas en los resultados de una consulta determinada. <\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/couchbase-query-workbench-data-visualization-charts-overview.gif\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/couchbase-query-workbench-data-visualization-charts-overview.gif\" alt=\"An overview of Charts data visualization capabilities in the Couchbase Query Workbench\" width=\"600\" height=\"337\" class=\"aligncenter size-full wp-image-12340\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<h2>Una mirada m\u00e1s atenta a los gr\u00e1ficos<\/h2>\n<p>Internamente, utilizamos D3.js para representar los gr\u00e1ficos. Cada valor individual se puede ver utilizando la informaci\u00f3n sobre herramientas hover, y la leyenda (colores y lo que representan) para los gr\u00e1ficos multicolores se ven en la esquina derecha del lienzo. <\/p>\n<p>Los gr\u00e1ficos de visualizaci\u00f3n de datos tambi\u00e9n pueden descargarse como SVG utilizando el bot\u00f3n situado a la derecha del lienzo. El tama\u00f1o del lienzo o de la propia pantalla ajusta autom\u00e1ticamente los gr\u00e1ficos. <\/p>\n<p>A continuaci\u00f3n se muestra un GIF de lo sencillo que es empezar a utilizar gr\u00e1ficos con el banco de trabajo de consultas:<\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/charts-tab-couchbase-query-workbench-7-0-2.gif\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/charts-tab-couchbase-query-workbench-7-0-2.gif\" alt=\"Using the charts tab in the Couchbase Query Workbench 7.0.2\" width=\"600\" height=\"300\" class=\"aligncenter size-full wp-image-12342\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>La pesta\u00f1a Gr\u00e1ficos admite ocho tipos diferentes de gr\u00e1ficos:<\/p>\n<ul>\n<ul>\n<li>Esparcir Reunir<\/li>\n<li>Dispersi\u00f3n conectada<\/li>\n<li>L\u00ednea<\/li>\n<li>Zona<\/li>\n<li>Bar<\/li>\n<li>Barra agrupada<\/li>\n<li>Pastel<\/li>\n<li>Donut<\/li>\n<\/ul>\n<\/ul>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<h2>Gr\u00e1fico de dispersi\u00f3n<\/h2>\n<p>Los gr\u00e1ficos de dispersi\u00f3n incluyen gr\u00e1ficos X-Y est\u00e1ndar con la posibilidad de visualizar los datos por colores. Este gr\u00e1fico permite observar la relaci\u00f3n entre dos valores y agrupar puntos de datos utilizando un tercer valor, b\u00e1sicamente como una correlaci\u00f3n. Los gr\u00e1ficos de dispersi\u00f3n son puntos que representan datos individuales. <\/p>\n<p>Supongamos que tenemos algunos datos sobre precipitaciones en una zona concreta del norte de California. Nuestro conjunto de datos incluye la precipitaci\u00f3n, el d\u00eda del a\u00f1o hidrol\u00f3gico, la fecha en general y la precipitaci\u00f3n registrada para ese d\u00eda. <\/p>\n<p>En el siguiente gr\u00e1fico se muestran las precipitaciones anuales de los \u00faltimos cinco a\u00f1os.<\/p>\n<pre>\r\nselect DayOfWaterYear,PrecipToDate,Year from rainfall_data where Year in [2010,2012,2014,2016,2018,2021];\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Veamos primero una sencilla representaci\u00f3n tabular de estos datos. <\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/tabular-data-representation.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/tabular-data-representation.png\" alt=\"A tabular representation of data in Couchbase Query Workbench\" width=\"606\" height=\"724\" class=\"aligncenter size-full wp-image-12351\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/tabular-data-representation.png 606w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/tabular-data-representation-251x300.png 251w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/tabular-data-representation-300x358.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/tabular-data-representation-17x20.png 17w\" sizes=\"auto, (max-width: 606px) 100vw, 606px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Al trazar esto como un gr\u00e1fico obtenemos lo siguiente:<\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/scatter-chart-couchbase-query-workbench.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/scatter-chart-couchbase-query-workbench.png\" alt=\"A scatter chart in the Couchbase Query Workbench\" width=\"1000\" height=\"543\" class=\"aligncenter size-full wp-image-12350\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/scatter-chart-couchbase-query-workbench.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/scatter-chart-couchbase-query-workbench-300x163.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/scatter-chart-couchbase-query-workbench-768x417.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/scatter-chart-couchbase-query-workbench-20x11.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Another fun example we can look at is plotting the geo data from our `travel-sample` bucket and plotting all the airports in the United States.<\/p>\n<pre>\r\nselect * from `travel-sample` where type = 'airport' and country = \"United States\";\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/geo-data-visualization-usa-airports-couchbase-charts.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/geo-data-visualization-usa-airports-couchbase-charts.png\" alt=\"A geographic data visualization of USA airports in Couchbase charts\" width=\"1000\" height=\"518\" class=\"aligncenter size-full wp-image-12354\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/geo-data-visualization-usa-airports-couchbase-charts.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/geo-data-visualization-usa-airports-couchbase-charts-300x155.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/geo-data-visualization-usa-airports-couchbase-charts-768x398.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/geo-data-visualization-usa-airports-couchbase-charts-20x10.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Podemos ver los datos agrupados por zonas horarias de forma tan n\u00edtida que nos ofrece un mapa de EEUU. Tambi\u00e9n podemos ver f\u00e1cilmente cualquier discrepancia en los datos al visualizarlos mediante gr\u00e1ficos. Aqu\u00ed vemos un punto de datos aleatorio para la zona horaria <em>N<\/em> que introduje como dato err\u00f3neo. <\/p>\n<p>Este tipo de gr\u00e1ficos son \u00fatiles cuando se intenta identificar el grado de correlaci\u00f3n entre dos valores. Mediante la funci\u00f3n de agrupaci\u00f3n, puede agrupar los puntos de datos en funci\u00f3n del color. Esto puede mostrarle si hay alguna brecha inesperada en los datos o si hay alg\u00fan punto at\u00edpico. Esto puede ser \u00fatil si desea segmentar los datos en diferentes partes, como en el desarrollo de personajes de usuario.<\/p>\n<p>Cuando tenemos muchos puntos de datos para trazar, puede surgir el problema de la sobretrazabilidad.<\/p>\n<h2>Gr\u00e1fico de dispersi\u00f3n conectado<\/h2>\n<p>Similar al gr\u00e1fico de l\u00edneas, el gr\u00e1fico de dispersi\u00f3n conectado muestra la evoluci\u00f3n o tendencia de un valor num\u00e9rico dado sobre otro valor que suele representar un intervalo de tiempo, a la vez que muestra los puntos de datos individuales. Permite visualizar el tipo o relaci\u00f3n o la tendencia, si es lineal o exponencial, etc. <\/p>\n<p>Como ejemplo, veamos el mercado de criptodivisas, concretamente Bitcoins y veamos c\u00f3mo es la tendencia de los valores altos para el mes de septiembre utilizando la API Polygon IO.<\/p>\n<pre>\r\nselect millis_to_str(item.t,\"2021-07-21\") as date, item from curl(\"https:\/\/api.polygon.io\/v2\/aggs\/ticker\/X:BTCUSD\/range\/1\/day\/2021-09-01\/2021-09-30?adjusted=true&sort=asc&apiKey=<key>\") as res unnest res.results as item;\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>In this example, we use `unnest` to flatten the nested results returned from the API.<\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/connected-scatter-chart-bitcoin-value-couchbase-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/connected-scatter-chart-bitcoin-value-couchbase-1.png\" alt=\"A connected scatter chart of bitcoin value in Couchbase charts\" width=\"1000\" height=\"507\" class=\"aligncenter size-full wp-image-12352\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/connected-scatter-chart-bitcoin-value-couchbase-1.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/connected-scatter-chart-bitcoin-value-couchbase-1-300x152.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/connected-scatter-chart-bitcoin-value-couchbase-1-768x389.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/connected-scatter-chart-bitcoin-value-couchbase-1-20x10.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<h2>Gr\u00e1fico lineal<\/h2>\n<p>El gr\u00e1fico de l\u00edneas es una visualizaci\u00f3n de datos que muestra la evoluci\u00f3n de un valor num\u00e9rico sobre otro valor, normalmente el del tiempo. <\/p>\n<p>Veamos c\u00f3mo les ha ido a las acciones de Couchbase desde su salida a bolsa en julio.<\/p>\n<pre>\r\nselect millis_to_str(item.t,\"2021-07-21T21:00:00\") as date, item from curl(\"https:\/\/api.polygon.io\/v2\/aggs\/ticker\/BASE\/range\/1\/day\/2021-07-22\/2021-09-21?apiKey=<key>\") res\r\nunnest res.results as item\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/line-chart-couchbase-stock-visualization-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/line-chart-couchbase-stock-visualization-1.png\" alt=\"A line chart visualization of Couchbase stock prices\" width=\"1000\" height=\"524\" class=\"aligncenter size-full wp-image-12355\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/line-chart-couchbase-stock-visualization-1.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/line-chart-couchbase-stock-visualization-1-300x157.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/line-chart-couchbase-stock-visualization-1-768x402.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/line-chart-couchbase-stock-visualization-1-20x10.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Los gr\u00e1ficos de l\u00edneas se utilizan para hacer un seguimiento de los cambios en periodos de tiempo cortos y largos. Cuando los cambios son peque\u00f1os, los gr\u00e1ficos de l\u00edneas son mejores que los de barras. Los gr\u00e1ficos de l\u00edneas tambi\u00e9n pueden utilizarse para comparar los cambios registrados en m\u00e1s de un grupo durante el mismo periodo de tiempo.<\/p>\n<h2>Cuadro de \u00e1reas<\/h2>\n<p>Los gr\u00e1ficos de \u00e1rea son muy similares a los gr\u00e1ficos de l\u00edneas y barras, en el sentido de que combinan un gr\u00e1fico de l\u00edneas y barras para mostrar c\u00f3mo cambian los valores num\u00e9ricos con el tiempo (o el valor utilizado). Los gr\u00e1ficos de \u00e1rea ofrecen una distribuci\u00f3n en la visualizaci\u00f3n de los datos.<\/p>\n<p>Para este ejemplo, vamos a trabajar con algunos datos de COVID-19 para California. Veamos algunas estad\u00edsticas de vacunaci\u00f3n para el a\u00f1o 2021. <\/p>\n<pre>\r\nselect * from covid_data.state.demographics where date_part_str(date,\"year\") = 2021 limit 50;\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/area-chart-covid-19-data-california.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/area-chart-covid-19-data-california.png\" alt=\"An area chart of COVID-19 data for California\" width=\"1000\" height=\"528\" class=\"aligncenter size-full wp-image-12344\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/area-chart-covid-19-data-california.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/area-chart-covid-19-data-california-300x158.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/area-chart-covid-19-data-california-768x406.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/area-chart-covid-19-data-california-20x11.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<h2>Gr\u00e1ficos de barras y gr\u00e1ficos de barras agrupados<\/h2>\n<p>Los gr\u00e1ficos de barras se utilizan para visualizar datos categ\u00f3ricos con barras rectangulares de altura proporcional a los valores que representan. <\/p>\n<p>Cuando desee comparar varios valores con la misma base (normalmente la del tiempo), utilice un gr\u00e1fico de barras agrupadas. Los gr\u00e1ficos de barras son especialmente \u00fatiles cuando los cambios a lo largo del tiempo son mayores.<\/p>\n<p>En primer lugar, vamos a representar los mismos datos del gr\u00e1fico de \u00e1reas anterior como un gr\u00e1fico de barras.<\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/bar-chart-covid-19-data-california.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/bar-chart-covid-19-data-california.png\" alt=\"A bar chart of COVID-19 data for California in Couchbase Charts\" width=\"1000\" height=\"518\" class=\"aligncenter size-full wp-image-12345\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/bar-chart-covid-19-data-california.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/bar-chart-covid-19-data-california-300x155.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/bar-chart-covid-19-data-california-768x398.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/bar-chart-covid-19-data-california-20x10.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Ahora comparemos qu\u00e9 tipos de vacunas fueron las m\u00e1s populares por condado en el mes de septiembre: \u00bfModerna, Pfizer o Jansen? <\/p>\n<pre>\r\nselect moderna_doses,jj_doses, pfizer_doses,date_format_str(date,\"2020-09-09\") as date from covid_data.county.vaccinations  where date_part_str(date,\"year\") = 2021 and date_part_str(date,\"month\") in [9]\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/covid-19-vaccine-type-data-california-couchbase-grouped-bar-chart.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/covid-19-vaccine-type-data-california-couchbase-grouped-bar-chart.png\" alt=\"A grouped bar chart of COVID-19 vaccine type data in California visualized in Couchbase\" width=\"1000\" height=\"525\" class=\"aligncenter size-full wp-image-12353\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/covid-19-vaccine-type-data-california-couchbase-grouped-bar-chart.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/covid-19-vaccine-type-data-california-couchbase-grouped-bar-chart-300x158.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/covid-19-vaccine-type-data-california-couchbase-grouped-bar-chart-768x403.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/covid-19-vaccine-type-data-california-couchbase-grouped-bar-chart-20x11.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Un punto importante a tener en cuenta con los gr\u00e1ficos de barras y barras agrupadas es que si la diferencia entre el valor m\u00e1s peque\u00f1o y el m\u00e1s grande que se representa es alta, los valores m\u00e1s peque\u00f1os se representan como 0 (sin barra). <\/p>\n<p>Con el tiempo, esta funci\u00f3n a\u00f1adir\u00e1 soporte para una escala logar\u00edtmica para trazar valores que oscilan ampliamente. <\/p>\n<h2>Gr\u00e1ficos de rosquillas y de tartas<\/h2>\n<p>Los gr\u00e1ficos circulares y de rosquilla representan una parte de un todo. Desglosan los datos totales en trozos en funci\u00f3n de los valores num\u00e9ricos que introduzcas.<\/p>\n<p>La diferencia entre los gr\u00e1ficos de rosquilla y los de tarta es m\u00e1s bien cosm\u00e9tica. Si prefiere ver las partes como un pastel, entonces elija los gr\u00e1ficos circulares. En estos gr\u00e1ficos, los 3% datos m\u00e1s bajos se agrupar\u00e1n en otros y se mostrar\u00e1n como una lista en el lateral del lienzo. <\/p>\n<p>A partir de nuestros datos de vacunaci\u00f3n COVID-19, veamos los datos demogr\u00e1ficos de distribuci\u00f3n de la poblaci\u00f3n.<\/p>\n<pre>\r\nselect population_total, race_label from covid_data.state.demographics;\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/pie-chart-couchbase-data-visualization.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/pie-chart-couchbase-data-visualization.png\" alt=\"A pie chart data visualization in Couchbase\" width=\"1000\" height=\"527\" class=\"aligncenter size-full wp-image-12348\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-couchbase-data-visualization.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-couchbase-data-visualization-300x158.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-couchbase-data-visualization-768x405.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-couchbase-data-visualization-20x11.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Para ver el gr\u00e1fico del donut, veamos el n\u00famero de demogr\u00e1ficos totalmente vacunados. <\/p>\n<pre>\r\nselect sum(fully_vaccinated) as vaccinated, race_label from covid_data.state.demographics group by race_label;\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/pie-chart-visualization-covid-19-data-california.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/10\/pie-chart-visualization-covid-19-data-california.png\" alt=\"A donut chart visualization of COVID-19 data in California\" width=\"1000\" height=\"538\" class=\"aligncenter size-full wp-image-12349\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-visualization-covid-19-data-california.png 1000w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-visualization-covid-19-data-california-300x161.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-visualization-covid-19-data-california-768x413.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/10\/pie-chart-visualization-covid-19-data-california-20x11.png 20w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>La visualizaci\u00f3n inmediata de los datos mediante gr\u00e1ficos en las pesta\u00f1as del banco de trabajo de consultas le facilitar\u00e1 la comprensi\u00f3n inmediata de sus datos. <\/p>\n<h2>Resumen de caracter\u00edsticas<\/h2>\n<p>Las nuevas funciones de Gr\u00e1ficos incluyen todo lo siguiente:<\/p>\n<ul>\n<ul>\n<li>The X axis takes a numeric or `date`, `time`, or `timestamp` value.<\/li>\n<li>Los formatos de fecha, hora y timestamps soportados incluyen ISO8601.\n<ul>\n<li>`2021-09-21T05:04:55.999`<\/li>\n<li>`2021-09-21T05:04:55`<\/li>\n<li>`2021-09-21 05:04:55.999`<\/li>\n<li>`2021-09-21 05:04:55`<\/li>\n<li>`2021-09-21`<\/li>\n<\/ul>\n<\/li>\n<li>El eje Y debe ser num\u00e9rico.<\/li>\n<li>La opci\u00f3n gather-by-color toma cualquier valor que luego se utiliza para agrupar los datos.<\/li>\n<li>Para los gr\u00e1ficos de tarta\/donuts, barras\/barras agrupadas, los valores deben ser siempre num\u00e9ricos. Las etiquetas toman valores num\u00e9ricos, fechas, horas, marcas de tiempo (en un formato espec\u00edfico) y ordinales.<\/li>\n<li>Los datos geogr\u00e1ficos (SIG) pueden representarse mediante gr\u00e1ficos X-Y (como en el ejemplo de la muestra de viajes).<\/li>\n<li>Capacidad de sobrevuelo.<\/li>\n<li>Descargue y comparta gr\u00e1ficos como SVG.<\/li>\n<\/ul>\n<\/ul>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<h2>Trabajos futuros<\/h2>\n<p>Otros tipos de gr\u00e1ficos que tenemos previsto admitir son:<\/p>\n<ul>\n<ul>\n<li>Gr\u00e1ficos multil\u00ednea <\/li>\n<li>Varios gr\u00e1ficos en el mismo lienzo<\/li>\n<li>Mapas<\/li>\n<li>Gr\u00e1ficos de barras apiladas y porcentuales<\/li>\n<li>Gr\u00e1ficos de barras bidireccionales<\/li>\n<li>Histogramas<\/li>\n<li>Parcelas burbuja<\/li>\n<li>Mapas de densidad<\/li>\n<li>Gr\u00e1ficos de espaguetis<\/li>\n<li>Mapas de calor<\/li>\n<\/ul>\n<\/ul>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>Tambi\u00e9n tenemos previsto admitir ordinales en el eje del gr\u00e1fico y m\u00e1s formatos de fecha, hora y fecha-hora.<\/p>\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\"> <\/div>\n<div style=\"text-align:center;\"><strong>Sum\u00e9rgete hoy mismo en las nuevas funciones de Charts:<br><br \/>\n<a href=\"https:\/\/www.couchbase.com\/blog\/es\/downloads\/?ref=blog\" rel=\"noopener\" target=\"_blank\">Descargar Couchbase 7<\/a><\/strong><\/div>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"> <\/div>\n<p>&nbsp;<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>If a picture is worth a thousand words, data visualization is worth a thousand data points. With the release of Couchbase 7.0.2, the Query Workbench (and the Analytics Workbench) now include a Charts tab that allows you to create charts [&hellip;]<\/p>","protected":false},"author":6882,"featured_media":12339,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[2294,1816,8683,9327,2389,1812],"tags":[9387,2190,2250],"ppma_author":[9057],"class_list":["post-12337","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","category-couchbase-server","category-geospatial","category-javascript","category-solutions","category-n1ql-query","tag-covid-19","tag-cryptocurrency","tag-data-visualization"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.8 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Level Up Your Data Visualization with Charts in Couchbase 7.0.2<\/title>\n<meta name=\"description\" content=\"Visualize your data with ease by using the new Charts feature in Couchbase Query Workbench 7.0.2 with options for scatter, line, area, bar and pie charts.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/es\/data-visualization-charts-7-0-2\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Level Up Your Data Visualization with Charts in Couchbase 7.0.2\" \/>\n<meta property=\"og:description\" content=\"Visualize your data with ease by using the new Charts feature in Couchbase Query Workbench 7.0.2 with options for scatter, line, area, bar and pie charts.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/es\/data-visualization-charts-7-0-2\/\" \/>\n<meta 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