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Gráficas unidimensionales: Gráficos de barras y gráficos circulares

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# 📌 TIP Para los que usen Google Sheets en español la formula de `SUMIFS()` se sustituye por `SUMAR.SI.CONJUNTO()` ==========================================================================================================
Tipos de Gráficas: Gráfica Unidimensional (1 sola variable) 1. Maximizar la simplicidad de nuestra gráfica. 2. Para datos estáticos y que no es relevante verlos a través del tiempo. 3. Para comparar. La forma más común de medir una sola cosa es con Gráfica de Barras. Otra gráfica unidimensional es la de pay, divide un total en diferentes pedazos. Super tip: En una gráfica de google sheets, le puedes dar click a los 3 puntos en el borde superior derecho y seleccionar Move to own sheet/Mover a su propia pestaña. Esto para tener la visualización en su propia pestaña. :D
# 🪙Las 10 Economías Más Grandes de América Latina y el Caribe ![](https://static.platzi.com/media/user_upload/Captura%20de%20pantalla%202024-06-04%20155151-5be1bf8a-fd9e-48be-a7b4-4e2f876030ea.jpg) (al estilo de Latinometrics 👀)
Esta gráfica la hice con codigo de seaborn y matplotlib básica que aprendí en otras clases. Los datos fueron recuperados directamente del DANE. ![](https://static.platzi.com/media/user_upload/download-2d40992a-6b40-4673-8e17-0b5bf75a29e3.jpg)
![]()Les comparto los gráficos que obtuve con datos de fecha 30 mayo 2024. *PIB Mundial* ![](https://static.platzi.com/media/user_upload/image-382077e0-9943-4622-95e0-373dd0941c56.jpg) *10 Economías Más Grandes del Mundo* ![](https://static.platzi.com/media/user_upload/image-8f1ebc85-98ab-49c1-ae9d-6fb1fb6cc4a1.jpg) *Las 10 Economías de Mayor Cambio Porcentual del Siglo 21* ![](https://static.platzi.com/media/user_upload/image-06c43362-980f-4ffc-baff-0eeb7d5dd2f1.jpg) Si a ustedes les resulta algo más similar a lo que está en la clase. Por favor, compártanlo conmigo. Quisiera saber qué cambio entre sus gráficas y las mías. Saludos!!
Crecimiento económico de las regiones en el siglo 21 ![](https://static.platzi.com/media/user_upload/image-154636af-dfa4-4b46-9809-c6e0d9472041.jpg)
Hola! Comparto la gráfica que he creado :) ![](https://static.platzi.com/media/user_upload/Econom%C3%ADas%20Con%20Mayor%20Crecimiento%20en%20el%20Este%20de%20Asia%20y%20el%20Pac%C3%ADfico%20Durante%20el%20Siglo%20XXI-466c7d28-3e8b-413c-8ceb-0ca4e89d66d2.jpg)
**COMO HACER UN GRÁFICO DE BARRAS O PIE EN GOOGLE SHEETS:** 1. Selecciona los datos que deseas incluir en tu gráfico. Esto generalmente incluye al menos dos columnas: una para las etiquetas de las barras y otra para los valores de las barras. 2. Haz clic en el botón **“Insertar”** en la barra de menú superior. 3. En el menú desplegable, selecciona **“Gráfico”**. 4. En el panel de configuración del gráfico a la derecha, selecciona **“Gráfico de barras” o “Gráfico circular”** en el menú desplegable de tipo de gráfico. 5. Asegúrate de que los datos estén organizados correctamente en el gráfico. Si no es así, puedes usar las opciones en el panel de configuración del gráfico para ajustar los rangos de datos. 6. Personaliza tu gráfico según sea necesario con las opciones disponibles en el panel de configuración del gráfico. Puedes cambiar el título, los colores, las etiquetas de los ejes y más.
China y Japón, naciones mas poderosas de Asia Oriental en el 2022. ![]()![](https://static.platzi.com/media/user_upload/China%20y%20Japo%CC%81n%20en%20el%202022%20son%20las%20economi%CC%81as%20mas%20representativas%20de%20Asia%20oriental%20y%20el%20paci%CC%81fico-4888df86-d027-4523-b69d-95d3aaba5b57.jpg)
Un tipo súper interesante que dieron en un curso de visualización de datos, aquí en Platzi. Recomendaron no utilizar el gráfico de tortas si tenías más de cuatro mediciones por variable, porque se dificulta la discriminación de la participación, no es fácil comparar. Una lámina debe reducir la carga cognitiva.
Filtré los 10 países más felices del mundo y comparé su crecimiento en su PIB durante el siglo 21. Según los datos, el país más feliz del mundo creció menos que el 10mo país más feliz del mundo. ¿Casualidad? ¡Quien sabe! ![](data:image/png;base64,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)
Interesante el curso... les comparto una gráfica que intenta comparar las economías de United States y China en los últimos 60 años. Resalto el freno de la economía China en los últimos 3 años. ![](https://static.platzi.com/media/user_upload/Econom%C3%ADas%20de%20China%20y%20United%20States%20en%20los%20%C3%BAltimos%2060%20a%C3%B1os-a8c2849a-ca4a-4ede-aec8-b7ce7e947063.jpg)
![](file:///C:/Users/marle/OneDrive/Desktop/Screenshot%202024-06-05%20172107.png)
Que emocionante, me he sentido como una niña, jugando, descubriendo, experimentando. Cool Gracias
![](https://static.platzi.com/media/user_upload/image-3ee02551-42fd-47d6-99f3-bca92ba4e75b.jpg)
![]()![]()GDP de las 10 economías mas grandes de LATAM en el 2022. ![](https://static.platzi.com/media/user_upload/GDP_LATAM_2022-ba525645-f6e3-4d28-94f3-19047aedc2c8.jpg)
Lo más importante es hacerte la pregunta correcta
![](data:image/png;base64,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) Las 3 Regiones que menos han crecido en el siglo 21.
Saludos, este gráfico es sencillo, solo muestra el Pib de la región de Latinoamérica y el caribe en el perido 2019 -2023. 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)
Hola a todos, comparto mis graficas en donde estoy usando datos sobre la ocurrencia de desastres en las Américas. ![](https://static.platzi.com/media/user_upload/image-3a512653-fa68-40df-b2bc-f1680a490c2e.jpg) ![]()En esta primera gráfica se detallan los 20 países con mas persona afectadas por la ocurrencia de eventos catastróficos en las Américas desde el año 2000 al 2024. ![](https://static.platzi.com/media/user_upload/image-9d648c6a-12cb-4eee-9d2a-13146e860e93.jpg) En esta gráfica podemos observar cuales son los eventos que mas ocurren en los países de las Américas desde el 2000 al 2024
Hola a todos ![]()![](https://static.platzi.com/media/user_upload/image-d687cded-e453-470c-b0fa-514fc797658b.jpg) Realice una agrupación por regiones y conté la cantidad de piases que están en cada region (insights).
El piechart no es una visualización muy clara, así que es preferible usar otras. Bueno, eso dice la teoría. (:
mis conocimientos de Spreadsheet o Excel esta super oxidados
Es posible usarlos para la agricultura o el clima ?
Cómo creen que puedo relacionar esto con el agroclima?
Las gráficas unidimensionales son aquellas que poseen únicamente una sola variable, las de tipo barras son buenas para estos casos, además de que: \- Ayuda a mejorar la simplicidad de la gráfica. \- Es utilizada cuando los datos son estáticos y no es necesario mostrarlos a través del tiempo. \- O simplemente cuando se quiere comparar algo. Estas gráficas siempre tienen que tener un eje, y este debe marcar las unidades en las que se está midiendo. Son sencillas, simplemente se selecciona los datos e insertar gráfica de barras, las barras horizontales son mejores para que se puedan ver mejor los títulos de cada barra. Otra gráfica unidimensional es la de Pie o de pastel. Algo interesante de esta es que se puede mostrar en porcentajes del valor total, sirve para ver que parte del todo ocupa cada elemento medido. ![]()![](https://static.platzi.com/media/user_upload/image-a9921d7a-aec2-465a-b8d6-3732056aeb95.jpg)
¿Pueden haber cambiado algunos datos de años pasados, aunque sea ligeramente? China y Ghana, por ejemplo me figuran en orden invereso, con valores diferentes en el año 2022. Fecha de consulta del sitio: Julio 2024
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) Gráfica de la economía de México a través del tiempo.
![](https://static.platzi.com/media/user_upload/image-b33e0bde-4e09-4754-b9c2-bf9b364b7d77.jpg)
![]()![](https://static.platzi.com/media/user_upload/Captura%20de%20pantalla%202024-07-08%20140303-0ff8acb8-2c2f-4754-9997-0176561133ab.jpg)
Hola que tal le vengo a mostrar como quedo mi grafica![](https://static.platzi.com/media/user_upload/chart-01290b02-7b73-4ec3-a93a-05390d21637a.jpg)
Hola que tal le vengo a mostrar como quedo mi grafica![]() ![]()![](file:///C:/Users/Marco/Downloads/chart.png)![](https://static.platzi.com/media/user_upload/chart-5f29f98e-781a-4505-b57c-3f4f3f6fe09b.jpg)
Campos en lo que los Sistemas de Inteligencia Artificial contribuyeron en 2023 ![](https://static.platzi.com/media/user_upload/image-b647441a-4e60-4b6c-a44e-39b006633945.jpg)
Comparto mi gráfica. Queria analizar el crecimiento de Peru con otras economias cercanas. ![](https://static.platzi.com/media/user_upload/image-8f9f9267-4ffb-46af-b862-dbf5bd581aac.jpg)
![](https://static.platzi.com/media/user_upload/Tasa%20natalidad%20en%20el%20mundo%202022-bc7a84c3-557e-4e09-ab44-d7e4bf24378a.jpg)
Gráfica Unidimensional (1 sola variable)
![](https://static.platzi.com/media/user_upload/image-da438dfa-0dbe-4e39-8c6e-e4be0838d3b4.jpg)
Este es mi aporte, tomé de referencia el Cambio Porcentual de los países Centroamericanos. ![](data:image/png;base64,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)
Hermoso, yo hago gráficas con python y Power BI pero es muy interesante lo que podemos hacer con Google Sheets ![](https://static.platzi.com/media/user_upload/Crecimiento%20econ%C3%B3mico%20de%20las%20regiones%20del%20mundo-f48adee0-b568-4b36-9739-699a1f974d2a.jpg)
En excel, idioma español, `SUMIFS()` se escribe `SUMAR.SI.CONJUNTO()`
![]()![](https://static.platzi.com/media/user_upload/South%20Asia%20takes%20the%20lead%20on%20Economic%20Growth-1f61829f-fb63-40a8-8cda-11a13fc796d5.jpg)
![](https://static.platzi.com/media/user_upload/image-b75dc9b0-73f2-4211-8013-dcc7868fbcb2.jpg)
Quisiera saber si es verdad que las personas que tienen un pregrado en Estadística odian los Pie Charts?, si será verdad?, no tengo tantos datos como para crear una gráfica bien padre de eso :(
![](https://static.platzi.com/media/user_upload/_%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20LOS%205%20PAISES%20CON%20MAYOR%20CRECIMIENTO%20ECON%C3%93MICO-b0a99eb8-1629-4952-97f1-880f6d7507ee.jpg)
![](https://drive.google.com/file/d/1tKdDkgpLL3EjvBxrjPyhuhhcIzGrtkgo/view?usp=sharing)
Como se sube una imagen, tengo mi actividad pero no se subir una imagen xp
![]()![](https://drive.google.com/file/d/1tKdDkgpLL3EjvBxrjPyhuhhcIzGrtkgo/view?usp=sharing)
![](https://static.platzi.com/media/user_upload/image-62c4b649-639c-485b-a5f8-87ff999a5f41.jpg)Las 5 economías más impactadas de Latinoamérica y el Caribe. Es genial como google sheets facilita el proceso de graficas.
Esta gráfica la hice con las librerias de seaborn y matplotlib que aprendí en otros cursos😯. Los datos fueron recuperados directamente del DANE. ![](https://static.platzi.com/media/user_upload/download-ebbdbd67-1b0e-444d-8bd9-5dde42e8e7be.jpg)