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Insertar un gráfico y seleccionar datos

10/22
Recursos

Aportes 212

Preguntas 13

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Wow. Y siempre estuvo en frente mío y no lo había detallado. Magnífica clase! Mi gráfico

Use un grafico combinado para mostrar las Ventas totales, Costos de producción y la Utilidad por mes, al tiempo🤑🤑

Hice el ejercicio con la información de la población y se ven cosas interesantes en la grafica a continuación, los puntos mas altos son ciudad de México.

Pero me llamo la atención así que fui un poco mas allá y me llamo la atención el grafico de mapa y este fue el resultado.

Para insertar un gráfico y seleccionar los datos en Excel, sigue estos pasos:

  1. Abre el archivo de Excel que contiene los datos que deseas graficar.
  2. Selecciona los datos que deseas incluir en el gráfico.
  3. Haz clic en la pestaña “Insertar” en la cinta de opciones de Excel.
  4. Selecciona el tipo de gráfico que deseas insertar en la sección “Gráficos” de la cinta de opciones. Por ejemplo, si deseas crear un gráfico de columnas, haz clic en el icono “Columnas”.
  5. Se insertará un gráfico predeterminado en la hoja de cálculo. Para personalizar el gráfico, haz clic en él para seleccionarlo.
  6. Haz clic en el botón “Seleccionar datos” en la pestaña “Diseño” de la cinta de opciones.
  7. En el cuadro de diálogo “Seleccionar origen de datos”, haz clic en el botón “Agregar” para agregar una serie de datos.
  8. En el cuadro “Valores de la serie”, haz clic en el botón “Seleccionar rango” y selecciona los datos que deseas incluir en la serie.
  9. Repite los pasos 7 y 8 para agregar más series de datos.
  10. Haz clic en “Aceptar” para cerrar el cuadro de diálogo “Seleccionar origen de datos”.

Muy bueno este ejercicio

Mi aporte 😄

Realice mi grafico añadiendo segmentación de datos por venta por mes

Elegí el de dispersión para ver que tanto se correlacionan las ventas con las utilidades.
.
Al parecer, no tiene mucha correlación, debido a que puede haber algo que afecte la utilidad (ej: sobrecostos de venta o costos variables).
.
Todavía no se como se sacaría un coeficiente de correlación en los gráficos de Excel.

Esta clase estuvo bastante increible no sabia que se podia hacer tanto con las graficas, solo ponia las graficas y ya no me podia a detallarlas mejor para una buena visualización, aqui estan mis gráficas.

La opción Mover gráfica lo había subestimado ahora veo lo importante que este tener esta opción para mostrar a mas detalle.

Hola, en mi ejercicio decidí hacer una comparativa entre pagos con tarjeta vs efectivo, para que la información me quedara sumada por mes y no cargar mucho la tabla realicé una tabla dinámica y a esa tabla dinámica saqué la gráfica.


Lo que no me esperaba era que me saliera un filtro en la misma gráfica para acomodar los datos según un interés determinado


¿Quedó bueno?

Gráfico de ventas totales por vendedor con una tabla de datos incluida.

Un gráfico de dispersión entre las ventas totales y la utilidad que me arrojó una correlación positiva, lo cual incida que e_ntre mayores son las ventas mayor es la uitlidad. _

Muy buena clase. Comparto mi resultado.

He aquí mi ejercicio

Estoy impresionada con lo fácil que te puede hacer la vida Excel. Gracias a la profe, por hacer un curso increíble resumiendo tanta información! ![](https://static.platzi.com/media/user_upload/image-6fa105ad-5d8e-4001-9a6a-2e181244cbae.jpg)

Análisis Bivariado:

 

  • Dos variables cuantitativas:
    • Gráficas de dispersión.
  • Una cuantitativa y una cualitativa:
    • Histograma o Box Plot de la cuantitativa por cada grupo de la cualitativa
  • Dos variables cualitativas:
    • Gráficas de pastel una al lado de otra
    • Gráficas de líneas comparativas
    • Gráficas comparativas de barras
      • Lado a lado
      • Apiladas
Cómo insertar y personalizar gráficos en Excel para destacar la información relevante. 1. **Seleccionando datos para el gráfico** * Utilizaremos nuestro documento de ventas como ejemplo. * Podemos seleccionar directamente los datos en la hoja de ventas o ir a la pestaña "Insertar" y explorar las opciones de gráficos recomendados. 2. **Opciones de gráficos** * Al seleccionar "Gráficos Recomendados", Excel nos muestra una variedad de opciones basadas en los datos seleccionados. * También podemos explorar todos los tipos de gráficos disponibles y sus formatos, como gráficos de barras, líneas, pie, etc. 3. **Personalización del gráfico** * Después de insertar un gráfico, aparecen las pestañas "Diseño de Gráfico" y "Formato" para personalizarlo. * En "Diseño de Gráfico", podemos agregar elementos como ejes, títulos y leyendas, y cambiar el diseño, los colores y los estilos del gráfico. 4. **Manipulación de datos del gráfico** * Podemos cambiar los datos del gráfico seleccionando "Seleccionar Datos" en la ficha de diseño. * También podemos agregar nuevas series de datos para incluir más información en el gráfico. 5. **Mover y cambiar el tipo de gráfico** * En la ficha "Diseño de Gráfico", podemos mover el gráfico dentro del documento o cambiar su tipo para ver los datos de manera diferente. * También podemos cambiar la orientación de los datos de fila a columna y viceversa. 6. **Consejos adicionales** * Evitemos copiar y pegar gráficos para evitar la duplicación de datos.

Me encanto la explicacion porque aunque ya sabia hacer graficos desconocia las diferentes herramientas que excel ofrece para ello me encanto la clase
![](

Solo hice estos dos porque me parece que los otros tienen demasiados valores para mostrar información relevante aunque no estoy tomando en cuenta que puedo sacar graficas de valores especificos.

Muy útil esta clase, no sabia que Excel tenia tantas formas de mostrar los gráficos.

Muchas gracias por las enseñanzas

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)
![](https://static.platzi.com/media/user_upload/image-74fb4ec8-cd97-4cb8-bbe9-88352877f603.jpg) Ventas por cada vendedor
![](https://static.platzi.com/media/user_upload/Captura%20de%20pantalla%202024-07-30%20164907-b4f1b6e8-bd83-41ae-a6e4-e0875e040ae4.jpg)![](https://static.platzi.com/media/user_upload/Captura%20de%20pantalla%202024-07-30%20164940-57e12d0d-29fe-4895-9c65-d2fab4f0bef6.jpg)

Guooouuu!! no puedo creer que quede asi con tan pocos clicks

Ventas por tienda

Comparación de las ventas por cada tienda y comportamiento de la venta total de los meses (1 al 5) con línea de tendencia.

![](https://static.platzi.com/media/user_upload/image-2eeda836-27b9-4e0c-bbfe-052397a3dcb9.jpg)
excelente funcion, si usamos una grafica de barras y añadimos una linea de tendencia nos preguntara de que vendedor queremos visualizar y asi puedes ver que vendedor tiene tendencia a a la baja o viceversa en sus ventas ![](https://static.platzi.com/media/user_upload/image-21d74f48-f5d9-495e-acd2-c89b6dd26401.jpg)
Hola Buenas tardes, Como hago para que en la grafica me aparezca el mes y no como serie 1![](https://static.platzi.com/media/user_upload/image-cfea6307-24cf-46d2-859f-3f6af78865f2.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-22fb37f4-2d91-4f62-bebc-bafa8a864f8e.jpg)
Un grafico combinado mostrando las ventas totales y el porcentaje de utilidad contra el tiempo en meses ![](https://static.platzi.com/media/user_upload/image-39bafe16-9351-49ec-b1a9-e3258558bc21.jpg)
![](https://static.platzi.com/media/user_upload/image-43c638c4-58eb-4580-b722-83582ba30181.jpg)```js Ventas ```![](https://static.platzi.com/media/user_upload/image-bbd8b35f-e79e-4818-89e3-a468b1af3bd1.jpg)```js Ventas x vendedor ```![](https://static.platzi.com/media/user_upload/image-0e299fe9-bd44-4bbf-9cbd-b97dbdf38889.jpg)```js Ventas por tienda ```![](https://static.platzi.com/media/user_upload/image-50b253c6-2d24-4419-b253-01b44c0724ef.jpg)```js Gastos mensuales ```
![](https://static.platzi.com/media/user_upload/image-b24da872-0aba-4d79-962c-213c1a4c182b.jpg) Gráfico de Líneas
![]()![](https://static.platzi.com/media/user_upload/image-fdffaae1-800f-4a41-89ac-95d0f4b4abf2.jpg)Sencillo y practico
![](https://static.platzi.com/media/user_upload/image-42173ab1-aea7-4e87-990d-2ffc5cad7430.jpg)
La verdad estoy feliz de lo que pude aprender hoy. ![](https://static.platzi.com/media/user_upload/image-32627d84-ac92-4ac6-b428-df688540b5f9.jpg)
Con F11 podemos generar un grafico en un nueva hoja rápidamente, previamente debemos seleccionar la información a analisar
![](https://static.platzi.com/media/user_upload/image-2f461bf7-bcf3-443c-94c3-cff9c2ed447a.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-c6571178-1a4f-4f81-806c-e835f89fd7c1.jpg)
![](https://static.platzi.com/media/user_upload/Graficos-f9236160-80d6-4869-a5fd-bcfdf95e74fd.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-f6a6032d-86cb-4c82-9c01-289013762435.jpg)
Varios gráficos mostrado diferentes resultados![](https://static.platzi.com/media/user_upload/Captura%20de%20pantalla%202024-07-08%20201024-703ccdd0-a8a4-4499-b2d5-2267c7a69e22.jpg)
![](https://static.platzi.com/media/user_upload/image-dcbba1a5-53a2-49ec-ab58-c3893281152d.jpg)
![](https://static.platzi.com/media/user_upload/image-d4a9b155-6d2a-4ef9-a47e-b89dc6558bba.jpg)![](https://static.platzi.com/media/user_upload/image-eab9b15d-13b1-4fc3-967e-3dcea143314c.jpg)
![](https://static.platzi.com/media/user_upload/image-43d3134b-2f32-481b-8bd1-5d2962183ee4.jpg)
Que importante la labor de la gráfica, con poca información se crea una gran visualización y análisis ![](https://static.platzi.com/media/user_upload/image-b70d7091-3715-40dd-a0aa-3c714ec56d75.jpg)
![](https://static.platzi.com/media/user_upload/image-e1dc2ca7-e88c-4b83-8bb7-e6f88f0cf93f.jpg)
![](https://static.platzi.com/media/user_upload/grafico%202-2886e674-f3a4-448d-bc5e-2c48244d84ab.jpg)
![](https://static.platzi.com/media/user_upload/image-7b41289a-e3e6-4c81-b9bc-37deadee96e8.jpg)
* a mi no me sale ese tipo de gráficos.. solo los normalitos ![](https://static.platzi.com/media/user_upload/image-8d3f36e6-3b6d-4780-946d-56b64afd0107.jpg)
![](https://static.platzi.com/media/user_upload/image-8ad276db-0a8c-4e17-ab24-e7b9529e12e0.jpg)
**A mi me quedo tal que así :** ![](https://static.platzi.com/media/user_upload/Captura%20de%20pantalla%202024-05-13%20171518-6fc21839-ce12-4b59-88a8-6adbbbbca05f.jpg)
Muy util la información, en mi caso puedo evaluar graficamente a cada ejecutivo y visulizar los resultados mes a mes
![](https://static.platzi.com/media/user_upload/image-998278dd-514a-419b-ba97-fa3cd517cfb2.jpg)
![](https://static.platzi.com/media/user_upload/image-31d9a311-8529-4276-a140-7f964e90e6a1.jpg)
Comparto ejercicio de ventas por vendedor presentada de dos maneras con el mismo tipo de gráficos: ![](https://static.platzi.com/media/user_upload/image-0edb501c-250b-4084-97ad-9e612540fb16.jpg)
![](https://static.platzi.com/media/user_upload/Gr%C3%A1ficos%20y%20selecci%C3%B3n%20de%20datos-e32116ea-e60d-4995-95a4-f51dbd46f255.jpg) Hola hola, les comparto como quedó el gráfico de las ventas de los vendedores, por mes. muy interesante clase teacher Annie
En Mac, no aparece la posibilidad de agregar otra columna de datos
![](https://static.platzi.com/media/user_upload/image-0800e2b6-8df9-4522-9d7e-9446bb7853e4.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-131d47d3-52bd-4402-9a13-56246bf53c3b.jpg)
![](https://static.platzi.com/media/user_upload/image-26094c8b-7bfe-40da-b483-6d3076397bcd.jpg)![]()
![](https://static.platzi.com/media/user_upload/image-0f3f1cb1-7b2d-4f1b-a4e9-ff77c69fb82d.jpg)
Así ha de quedar comprensible las ventas de cada vendedor. ![]()![](https://static.platzi.com/media/user_upload/image-ad77cd87-b3a6-4ca9-9442-f383662dfc65.jpg)
Hola! Uso WPS para practicar y noto que no se me agrupan automaticamente las fechas por meses ¿conoces cómo hacerlo? porque mi grafico se ve así ![](https://drive.google.com/file/d/1yEL7TnJN6ai6Ybf3zFp2hJDuTDQzCjfk/view?usp=drive_link)
![](https://static.platzi.com/media/user_upload/image-bda1287d-b35a-4e74-9dcb-606eb7d68484.jpg)![](https://static.platzi.com/media/user_upload/image-3e27ce5d-7f40-408e-acdd-628a945b7ca5.jpg)
Gráfico de Ventas por Vendedor del Primer trimestre. Calidad mas que cantidad y tampoco dejar de lado entendible con criterios minimalistas. ![]()![](https://static.platzi.com/media/user_upload/image-c17a1f1c-2824-424e-af2f-608f8b5c7cb3.jpg)
![](https://static.platzi.com/media/user_upload/image-069a9d3c-d7f9-4fcf-beb9-613a34b6cd8a.jpg)
Mis resultados ![](https://static.platzi.com/media/user_upload/image-992ce4b6-939f-4a30-be35-cabe0f55edfd.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-ff193ad7-ea78-4ef6-a3c8-fdd98be0dc50.jpg) Funciones muy útiles para presentar informes de gestión y proyecciones anuales.
Algo que me gustaría agregar es que podemos agregar nuestra paleta de colores con los colores que escojamos. ![](https://static.platzi.com/media/user_upload/image-dfed1183-1ea7-425a-89e3-5b5cf2e14e03.jpg)![](https://static.platzi.com/media/user_upload/image-61589397-0945-40ce-932b-f1bdd8bfcc2a.jpg)Es muy útil porque todos los cuadros, tablas o diseños que insertemos nos van a salir con los colores que escogimos. ![](https://static.platzi.com/media/user_upload/image-28ffa42f-7b95-4388-ae68-5b993c13e8b6.jpg)![](https://static.platzi.com/media/user_upload/image-6ba1d68c-724e-40bf-89cd-8884fda20711.jpg)también los estilos de celda cambian conforme a los colores. Es muy útil para trabajar en proyectos o empresas que ya tienen colores de marca. Puedes crear cuantos estilos desees y además el estilo creado se aplicará a Word y Power Point, supongo que se aplicará a todo el paquete office, pero solo uso estos 3 👍
Jugando un poco lo dejé en cero, pero se puede agregar un mapa y darle un degradado y todo ![](https://static.platzi.com/media/user_upload/excel%20calse%2010-3efb0c97-e6ee-4a71-965e-93d2f460147f.jpg)

Ejercicio, analizando la población.

Buen contenido!! ![](https://static.platzi.com/media/user_upload/image-3c883d82-13a3-4e2d-9958-320ce7c3a0f6.jpg)![](https://static.platzi.com/media/user_upload/image-57754c90-7983-4725-8928-c5d1aaa26c8e.jpg)
Algunos gráficos 💚 ![](https://static.platzi.com/media/user_upload/image-fc595636-8143-455d-be93-fa6b32a0f403.jpg)
Me gusto así :D ![]()
![]()![](https://static.platzi.com/media/user_upload/image-a9502fd1-799d-42c4-8490-bda5a3a6d7ee.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-f7f32bdf-7a90-4f0c-b40e-8411dda5882c.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-1f27bd5b-553e-4940-a4a9-65a19bd2bf16.jpg)
![](https://static.platzi.com/media/user_upload/image-2ec258b1-1091-418b-b0ef-0fa6c3b70737.jpg)
Y este es el mío. ![](https://static.platzi.com/media/user_upload/image-1156566f-2896-475b-b18a-801d59efe66f.jpg)
![](https://static.platzi.com/media/user_upload/image-6851af8d-34c2-4cd3-a5de-8d0a864f5eb1.jpg)
![](https://static.platzi.com/media/user_upload/image-ca08e1cd-7c99-4c32-bfc3-2225beb7dc01.jpg) ![](https://static.platzi.com/media/user_upload/image-1ecd3cc8-0569-4fe6-82c6-688f6ca5bd22.jpg)
Tengo una duda. El archivo compartido para el ejercicio no me ha sido posible cambiar en su totalidad las celdas al formato a contabilidad, solo algunos datos cambian. Qué podría hacer. ![](https://static.platzi.com/media/user_upload/image-c9f4eea0-d936-4afe-9ffd-013539e18d96.jpg)

Gastos mensuales Grafico:

![](https://static.platzi.com/media/user_upload/image-efb0671a-dbb3-4d55-b13c-d0cd7a2dce0e.jpg)
mi ejercicio ![](https://static.platzi.com/media/user_upload/mexico%20graficos-01b8a29d-5c2b-47b2-854b-cc1357b06a78.jpg)
![]()![](https://static.platzi.com/media/user_upload/image-4b1551b1-3900-4db2-aada-70f22d464b45.jpg) ![]()![](https://static.platzi.com/media/user_upload/image-95644462-25e6-4b5b-aef8-b6365439ea3d.jpg) ![]()![](https://static.platzi.com/media/user_upload/image-f23078b5-4535-428f-9e15-3155f9772d2e.jpg) ![]()![](https://static.platzi.com/media/user_upload/image-cde9967d-08e3-489e-8190-45d840f3442a.jpg) ![]()![](https://static.platzi.com/media/user_upload/image-931f8b18-1ca8-4be4-8dc9-802b74574d50.jpg) ![]()![](https://static.platzi.com/media/user_upload/image-e9069720-2ae1-4fda-9754-2f8acd31d631.jpg)
![](https://static.platzi.com/media/user_upload/image-a6bdacb5-a9be-416a-ac85-3d178b7bfa3c.jpg)

El estilo cyberpunk no está en mi 365 tal vez porque es el de estudiantes, pero igual muy bueno, mucho avance el de Excel, gran variedad de datos.

ejercicio

```js ```![]()```js ```

Así realice el ejercicio.

Este es el ejemplo que realice.

Crecimiento de población de mujeres en Estados del norte del país entre los años 2000-2005