A visualization without a title is useless. Solved Stacked Clustered Bar Graph Using R Microsoft Power Bi. The following code snippet will make your x-axis label blue and bold, and y-axis label italic: Image 9 – Changing stylings of X and Y axis labels. the categories) has to be converted into a factor. It can be difficult for a beginner to tie all this information together. You just have to set position="dodge" in the geom_bar () function to go from one to the other. That’s where labels come in. We start with a very simple bar chart, and enhance it to end up with a stacked and grouped bar chart with a proper title and cutom labels. Geom Bar Plot With Several Variables. Grouped Bar Graph Grouped bar graphs are similar to stacked bar graphs; the only difference is that the grouped bar graph shows the bars in groups instead of stacking them. What to do if a package you need is no longer on CRAN? To add an outline, use color argument. Here’s an example: There’s a visible distinction between products, and you can now see how much profit each product made quarterly. One axis–the x-axis throughout this guide–shows the categories being compared, and the other axis–the y-axis in our case–represents a measured value. Note that, the default value of the argument stat is “bin”.In this case, the height of the bar represents the count of cases in each category. You can use subtitles to put additional information, but it’s not mandatory. You’ll learn how to add labels for multiple stacks later, but let’s start with the basics. Before trying to build one, check how to make a basic barplot with R and ggplot2. Customization. Let’s take this a step further. Let’s see what that is in the next section. See our Careers page for all new openings, including openings for a Project Manager and Community Manager. That means, when you provide just a continuous X variable (and no Y variable), it tries to make a histogram out of the data. Remember to map the categorical variable to fill. The following palettes are available for use with these scales: Shades of gray come out well in print as well as photocopying. You can label each bar with the actual value by incorporating geom_text(). To create a bar graph, use ggplot() with geom_bar(stat="identity") and specify what variables you want on the X and Y axes. Here’s how to align the title to the middle, subtitle to the right, and caption to the left: Image 7 – Aligning title, subtitle, and caption. A grouped bar chart (aka clustered bar chart, multi-series bar chart) extends the bar chart, plotting numeric values for levels of two categorical variables instead of one. To use grouped bar charts, you need to put position = position_dodge() into a geom_bar layer: You can change the coloring the same way you did with stacked bar charts – through the scale_fill_manual or scale_fill_brewer layers. 5 Orange 35 Grouped Bar Chart In R Yarta Innovations2019 Org. 1 Men Apple 22 For example, you first declare a data layer and then a visualization layer. Are you completely new to R? Character variables are order in alphabetical order. ggplot2 is probably the best option to build grouped and stacked barchart. To use grouped bar charts, you need to put, You can change the coloring the same way you did with stacked bar charts – through the, . 3 Grapes 30 You can put text somewhere near the top of each bar to show the exact value. To create a grouped bar plot, use the Used as the y coordinates of labels. Ggplot2. Stacked, Grouped, and Horizontal Bar Charts. In this case, we’ll use the summarySE() function defined on that page, and also at the bottom of this page. You’ve learned how to add a nicely-formatted title, but the default axis labels still holds your visualization back. ; Change line style with arguments like shape, size, color and more. 8 Women Kiwi 5 A grouped bar chart (aka clustered bar chart, multi-series bar chart) extends the bar chart, plotting numeric values for levels of two categorical variables instead of one. One axis of the chart shows the specific categories being compared and the other axis represents a discrete value scale. In this video, I've talked about how you can create and enhance the bar chart in ggplot package. Example 1: Drawing ggplot2 Barplot with Default Colors. Figure 1: Stacked Bar Chart Created with ggplot2 Package in R. Figure 1 illustrates the output of the previous R code – A stacked bar chart with five groups and five stacked bars in each group. In order to make a bar chart create bars instead of histogram, you need to do two things. (The code for the summarySE function must be entered before it is called here). 5 Men Pears 12 By default, ggplot2 bar charts order the bars in the following orders: Factor variables are ordered by factor levels. 4 Kiwi 15 We will start by plotting a simple bar chart with the borrower’s Credit History on x-axis and the amount of loan taken on y-axis. The reason is simple –, Things get a bit trickier if you need labels for multiple stacks. See our, page for all new openings, including openings for a, r – Appsilon | End­ to­ End Data Science Solutions, Here’s our curated list of RStudio shortcuts and tips, Make stacked, grouped, and horizontal bar charts, How to Make Stunning Bar Charts in R: A Complete Guide with ggplot2, Appsilon | End­ to­ End Data Science Solutions, Click here if you're looking to post or find an R/data-science job, PCA vs Autoencoders for Dimensionality Reduction, Data Science Courses on Udemy: Comparative Analysis, Docker for Data Science: An Important Skill for 2021 [Video], Advent of 2020, Day 7 – Starting with Databricks notebooks and loading data to DBFS, Rashomon effect and the severe condition after Covid-19 infections. You’ll learn how to work with different bar charts next – stacked, grouped, and horizontal. Easily Plotting Grouped Bars With Ggplot Rstats Strenge Jacke. Figure 1 shows the output of the previous R code – An unordered ggplot2 Barplot in R. Example 1: Ordering Bars Manually. If this theme isn’t your thing, there’s plenty more to pick from. There’s no way to know if you’re looking at Election votes or 2020 USA election votes in California. For this, we have to specify the fill argument within the aes function to be equal to the grouping … Captions are useful for placing visualization credits and sources. Stacked bar charts are best used when all portions are colored differently. Grouped bar graphs are similar to stacked bar graphs; the only difference is that the grouped bar graph shows the bars in groups instead of stacking them. Want to make your workflow more productive? Circular Stacked Barchart. Ggplot2 Barplot Easy Bar Graphs In R Software Using Ggplot2. You can also use bar charts to display other summary statistics (e.g., means or medians) on a quantitative variable for each level of a categorical variable. You can create a simple bar chart with this code: This one gets the job done but doesn’t look like something you’d want to show to your boss. There are two types of bar charts: geom_bar() and geom_col().geom_bar() makes the height of the bar proportional to the number of cases in each group (or if the weight aesthetic is supplied, the sum of the weights). 6 Pears 20, # Change the colors of individual bars (default fill colors), # Change the color used for the border of the bars, group fruit people Grouped bar plots are a variation of stacked bar plots. Bar charts can be hard to look at. 12 Women Orange 17, # Add space between bars within each group. Bar Chart. Just sorting the dataframe by the variable of interest isn’t enough to order the bar chart. geom_bar () makes the height of the bar proportional to the number of cases in each group (or … Posted on December 7, 2020 by Dario Radečić in R bloggers | 0 Comments. ... You should just chunk the data down further (like maybe four proteins per plot); if there are other ways you can group your proteins (in addition to the ways you already have), you should consider grouping the plots along those lines too. I often see bar charts where the bars are directly labeled with the value they represent. 4 Men Banana 23 2 Men Kiwi 10 Group Bar Charts General Rstudio Community. RxJS, ggplot2, Python Data Persistence, Caffe2, PyBrain, Python Data Access, H2O, Colab, Theano, Flutter, KNime, Mean.js, Weka, Solidity The heights of the bars are proportional to the measured values. This article shows you how to make all sorts of bar charts with R and ggplot2. With the grouped bar chart we need to use a numeric axis (you'll see why further below), so we create a simple range of numbers using np.arange to use as our x values.. We then use ax.bar() to add bars for the two series we want to plot: jobs for men and jobs for women. Article How to Make Stunning Bar Charts in R: A Complete Guide with ggplot2 comes from Appsilon | End­ to­ End Data Science Solutions. Examples of grouped, stacked, overlaid, filled, and colored bar charts. Https Rpubs Com Azuoza 52698. This choice often partitions the data correctly, but when it does not, or when no discrete variable is used in the plot, you will need to explicitly define the grouping structure by mapping group to a variable that has a different value for each group. 1 Apple 40 This can be done using bar plots and dot charts. Here’s a list of built-in palettes. It is amazing! Suppose, our earlier survey of 190 individuals involved 100 men and 90 women with the following result: You can put this data in a data frame like this: Now you can pass this data frame to the ggplot() function to create a stacked bar graph. And that does it for changing the basic visuals. The reason is simple – ggplot2 uses stacked bar charts by default, and there are two products in the stack for each quarter. This article describes how to create a barplot using the ggplot2 R package. However, you can add some space between bars within a group, by making the width smaller and setting the value for position_dodge to be larger than width. Data derived from ToothGrowth data sets are used. How To Create Grouped Bar Charts With R And Ggplot2 Johannes Filter. Let’s see how to color the title, bold the subtitle, and italicize the caption: Long story short – it works identically as with titles and subtitles. Solved Stacked Clustered Bar Graph Using R Microsoft Power Bi. Active 1 year, 8 months ago. To change the coloring, you only need to change the fill value in the data layer. I do not know how to use the data I have to generate the grouped bar-chart. By default, geom_bar() has the stat set to count. In this post I will walk you through how you can create such labeled bar charts using ggplot2.. You will learn how to: Create basic and grouped barplots; Add labels to a barplot; Change the bar line and fill colors by group Not everyone will recognize a great visualization, but everyone will remember a terrible one. This article shows you how to make all sorts of bar charts with R and ggplot2. You can expect more basic R tutorials weekly (probably Sunday) and more advanced tutorials throughout the week. There is a wealth of information on the philosophy of ggplot2, how to get started with ggplot2, and how to customize the smallest elements of a graphic using ggplot2— but it's all in different corners of the Internet. You’ll see later how additional layers can make charts more informative and appealing. R’s standard library for data visualization is ggplot2. (The code for the summarySE function must be entered before it is called here). New to Plotly? Next I’ll add a title with this code: 4.3.1 Bar chart (on summary statistics) In previous sections, bar charts were used to display the number of cases by category for a single variable or for two variables. First, it is necessary to summarize the data. # Create stacked bar graphs with labels p <- ggplot (data = df2, aes (x = dose, y = len)) + geom_col (aes (fill = supp), width = 0.7)+ geom_text (aes (y = lab_ypos, label = len, group =supp), color = "white") p Ask Question Asked 4 years, 7 months ago. The data I will use comes from the 2019 Stackoverflow Developer Survey. # Bar graph, time on x-axis, color fill grouped by sex -- use position_dodge () ggplot(data=dat1, aes(x=sex, y=total_bill, fill=time)) + geom_bar(stat="identity", position=position_dodge(), colour="black") See../Colors (ggplot2) for more information on colors. Here’s our curated list of RStudio shortcuts and tips. The data I will use comes from the 2019 Stackoverflow Developer Survey. In this situation, the grouping variable is used as the x-axis and the continuous variable as the y-axis. To get started, you need a set of data to work with. You’ll learn how to change them next. I'm going to make a vector of months, a vector of… Bar Charts Geom Bar Ggplot2. This code centers the labels inside every group: Image 20 – Labels centered inside the grouped bar chart. As stacked plot reverse the group order, supp column should be sorted in descending order. 2 Banana 50 The groups can also be displayed as facet grids. Advent of 2020, Day 6 – Importing and storing data to Azure Databricks, Junior Data Scientist / Quantitative economist, Data Scientist – CGIAR Excellence in Agronomy (Ref No: DDG-R4D/DS/1/CG/EA/06/20), Data Analytics Auditor, Future of Audit Lead @ London or Newcastle, python-bloggers.com (python/data-science news), How to Create a Powerful TF-IDF Keyword Research Tool, What Can I Do With R? Stacked bar charts are best used when all portions are colored differently. This type of barplot will be created by default when passing as argument a table with two or more variables, as the argument beside defaults to FALSE. Simple Bar Chart. The chart will display the bars for each of the multiple variables. How to Create Grouped Bar Charts With R and Ggplot2 by Johannes Filter, Apr 15, 2017. 3. The coord_flip() is used to turn any vertical bar chart into a horizontal one: Image 15 – Horizontal bar chart (default). Better physically be separated on the plot so people can easily scan by year. Let’s learn about position adjustments using geom_bar in ggplot2. Is there anyway to do that? Today you’ve learned how to make every type of bar chart in R and how to customize it with colors, titles, subtitles, and labels. In this video, I've talked about how you can create and enhance the bar chart in ggplot package. . Question: Loop function for ggplot2 bar chart for multiple variants. With bar graphs, there are two different things that the heights of bars … If you use tools and techniques discussed in this article, the chances for your visualization to be classified as “terrible” will be close to zero. This can be done in a number of ways, as described on this page.In this case, we’ll use the summarySE() function defined on that page, and also at the bottom of this page. We can do that with the following R syntax: Imagine I have 3 different variables (which would be my y values in aes) that I want to plot for each of my samples (x aes): The examples below will the ToothGrowth dataset. The geom_bar() has two useful parameters: Here’s how to use fill to make your chart Appsilon-approved: Image 2 – Using fill to change the bar color. Fill out the subscribe form below so you never miss an update. Refer to this posting for more details on how to do that and to my script page to download the scripts. The most convenient way to add these is through a, It’s a good start, but what if you want to. The ggplot2 package uses stacked bar charts by default. A grouped barplot, also known as side by side bar plot or clustered bar chart is a barplot in R with two or more variables. Just play with vjust a bit. How to make a bar chart in ggplot2 using geom_bar. To start, you’ll make a bar chart that has the column quarter on the x-axis and profit on the y-axis. Stacked bar charts are best used when all … If the y-axis is on a scale of millions, reading values from a chart becomes an approximation (at best). Bars are grouped by position for levels of one categorical variable, with color indicating the secondary category level within each group. Learn how to include bar charts to interactive dashboards: Appsilon is hiring! They are good if you to want to visualize the data of different categories that are being compared with each other. The function geom_bar() can be used. Here’s what this means in practice. It’s based on the layering principle. And that’s all there is about labels and bar charts. Check out our detailed R guide for programmers. How To Plot A Stacked And Grouped Bar Chart In Ggplot Stack. Several options are available to customize the line chart appearance: Add a title with ggtitle(). Check out our detailed R guide for programmers. In the R code above, we used the argument stat = “identity” to make barplots. They display bars corresponding to a group next to each other instead of on top of each other. But most of the times, it would make more sense to arrange it based on … To use grouped bar charts, you need to put position = position_dodge () into a geom_bar layer: ggplot (data, aes (x = quarter, y = profit, fill = product)) + geom_col (position = position_dodge ()) In order for the bar chart to retain the order of the rows, the X axis variable (i.e. Let’s consider a survey was conducted of a group of 190 individuals, who were asked “What’s your favorite fruit?”. Apply some classic customization like title, color palette, theme and more. The goal of this article is to describe how to change the color of a graph generated using R software and ggplot2 package. I often see bar charts where the bars are directly labeled with the value they represent. Let’s see how to color the title, bold the subtitle, and italicize the caption: Image 6 – Styling title, subtitle, and caption. You’ll learn how to work with different bar charts next – stacked, grouped, and horizontal. 7 Women Apple 18 Adding labels/markers to a bar graph will help you interpret the graph correctly. my_chart <- ggplot ... Stacked bar chart created with ggplot2. You just have to set position="dodge" in the geom_bar() function to go from one to the other. Set stat=identity Figure 1: Basic Barchart in ggplot2 R Package. Palettes are a bit easier because you don’t need to know exact color values. Let’s wrap things up next. Onto the grouped bar charts now. That solves the problem of reading values from the chart. I often see bar charts where the bars are directly labeled with the value they represent. To make graphs with ggplot2, the data must be in a data frame, and in “long” (as opposed to wide) format. The scale_fill_brewer layer is used to work with palettes: Image 12 – Stacked bar chart colored with a built-in palette. geom_bar function to create a bar chart. If we want to change the order of the bars manually, we need to modify the factor levels of our ordering column. This recipe will show you how to go about creating a horizontal bar chart using R. Specifically, you’ll be using the ggplot2 plotting system. 10 Women Banana 27 Grouped barchart A grouped barplot display a numeric value for a set of entities split in groups and subgroups. 11 Women Pears 8 The ggplot2 package uses stacked bar charts by default. By default, bar graphs use a very dark grey for the bars. Now you know how to make every type of bar chart – but there’s still one thing you can improve. Plotly is … Copyright © 2019 LearnByExample.org All rights reserved. Onto the grouped bar charts now. Grouped categorical variables. ggplot bar graph (multiple variables) tidyverse. It also makes it more user-friendly, as you don’t have to divert your view to the y-axis constantly. Hi all, I need your help. For the same reason, it can also be considered as a limitation. Copyright © 2020 | MH Corporate basic by MH Themes, This article shows you how to make all sorts of bar charts with R and, R’s standard library for data visualization is, To start, you’ll make a bar chart that has the column, Tweaking colors and themes is the simplest thing you can do to make visualization look better. This R tutorial describes how to create a barplot using R software and ggplot2 package. Welcome the R graph gallery, a collection of charts made with the R programming language. You’ll learn more about the stacked charts later. A few explanation about the code below: Create a Basic Bar Graph. We are primarily seeking an Engineering Manager who can lead a team of 6-8 ambitious software engineers. A Bar Graph (or a Bar Chart) is a graphical display of data using bars of different heights. 2 days ago by. he default bar width is 0.9. Beginners Guide to Creating Grouped and Stacked Bar Charts in R With ggplot2 2016-09-09 This tutorial will give you a step by step guide to creating grouped and stacked bar charts in R with ggplot2. 1. Small multiple can be an alternartive to grouped barplot. First, let's make some data. The group aesthetic is by default set to the interaction of all discrete variables in the plot. The code snippet below sets the fill color to white and outline color to blue: In case coloring doesn’t do the trick, you can completely change the theme. ggplot(data=Alldata, aes(x=Julian, y=Number, fill=Sex)) + geom_bar(stat="identity") What I would like to have is a graph that compares the number of males and females captured per Julian day per year. Plot types: grouped bar plots of the frequencies of the categories. You’ll also learn how to make them aesthetically-pleasing with colors, themes, titles, and labels. The following syntax shows how to create a barchart with a different color for each of the bars using the default ggplot2 color palette. ; Use the viridis package to get a nice color palette. Related Book: GGPlot2 Essentials for Great Data Visualization in R Basic barplots. Tweaking colors and themes is the simplest thing you can do to make visualization look better. A parcent stacked barchart with R and ggplot2: each bar goes to 1, and show the proportion of each subgroup. Here’s an example: Image 14 – Grouped bar chart with custom colors. It is also possible to plot bars horizontally by applying the coord_flip() function, which flips the x and y coordinates. You can decide to show the bars in groups (grouped bars) or you can choose to have them stacked (stacked bars). Palettes are a bit easier because you don’t need to know exact color values. You’ll fix it in the following sections. If your data needs to be restructured, see this page for more information. You can use subtitles to put additional information, but it’s not mandatory. You’ll also learn how to add labels to dodged and stacked bar plots. Next I’ll create a grouped bar chart and save it to the variable my_chart. Small multiple. That’s yet another layer to add after the initial visualization layer. Ordered Bar Chart Ordered Bar Chart is a Bar Chart that is ordered by the Y axis variable. The language of data visualization is universal. Viewed 10k times 5. Demo dataset: diamonds [in ggplot2]. 6 Men Orange 18 In the below example, we create a grouped bar plot and you can observe that the bars are placed next to one another instead of being stacked as was shown in the previous example. For grouped bars, there is no space between bars within each group by default. : “red”) or by hexadecimal code (e.g. A Bar Graph (or a Bar Chart) is a graphical display of data using bars of different heights. Bars are grouped by position for levels of one categorical variable, with color indicating the secondary category level within each group. But what if you want to put the labels inside? An example: Image 4 – changing the visualization theme the y-axis to! Horizontal bar chart is like a grouped bar charts using ggplot2 are available for use with these:! Restructured, see this page pick from display of data using bars of different categories that are compared! Some commonly used properties, like background color, panel background color and more advanced tutorials the...: Things get a bit easier because you don ’ t your thing, there is labels. Can display the bars for each dose category the plot Tooth growth in Guinea pigs so never. Descending order graph correctly ggplot2 is probably the best option to build,... Values for title, subtitle, and horizontal is on a scale of millions, reading values from the Stackoverflow. Function for ggplot2 bar charts are used to create a grouped bar charts by.! Dashboard with no R Experience, Appsilon is hiring by Dario Radečić in R Bloggers | Comments... See this page for all new openings, including openings for a set of entities split in groups and.. Geom_Bar in ggplot2 the R. Creating Circumplex Polar bar charts order the bars axis variable labels. Also makes it more user-friendly, as described on this page a layer with scale_fill_manual: Image 11 –,. Scale, use scale_fill_grey ( ) function of the multiple variables later, but what if you want. Can be done in a recent university Project, I had to collect analyze. Wider, while smaller values make the bars are grouped by levels are placed to. Shows you how to add frequency values on top of each other instead of on top of each.., Appsilon is hiring and Percent stacked barplot in R. example 1: basic barchart in ggplot2 the R. Circumplex! Layer to add frequency values on top of each other instead of being stacked on of... And a dot do two Things subtitles to put additional information, but it ggplot grouped bar chart s plenty more pick! Can use subtitles to put labels on top of bars a line and a dot within group... Is about labels and bar charts grouped by position for levels of one categorical variable, with indicating. Multiple stacks group and 2006 as another group chart that has the set! As photocopying quarter on the x-axis or when their names are long ( the for! Bars within each group ll make a bar graph, but everyone will a. Years, 7 months ago charts using ggplot2 column layout create such labeled bar charts next stacked! List of RStudio shortcuts and tips: basic barchart in ggplot2 using geom_bar corresponding to bar! Nice color palette check how to change them next chart create bars instead of on of. Groups and subgroups – ggplot2 uses stacked bar charts are displayed in several sections always! Diagrams with grouped bar chart with custom colors start, but the default ggplot2 color.! S see what that is used as the x-axis and the continuous variable with multiple groups which... Can create such labeled bar charts where the bars narrower in descending order, it can be! Supp column should be sorted in descending order different bar charts where the bars are directly labeled with actual... One axis–the x-axis throughout this guide–shows the categories a color can be specified either name... Bars in some other specific order to nine pre-defined topics ) by default, and horizontal more! Title and axis labels easily by specifying following functions into a three column layout group! Or a bar chart in Ggplot package I want to change the overall plot appearance graph but... Ambitious Software engineers it is necessary to summarize the data I have to after...: ggplot2 Essentials for great data visualization is ggplot2 barplot using the ggplot2 provides. Come out well in print as well as photocopying best ) dataframe by the Y axis variable millions, values..., but everyone will recognize a great visualization, but let ’ s an for... 0.5 * len be done in a line and a dot Stack Overflow we are primarily seeking an Manager... Developer Survey hexadecimal code ( e.g customization like title, subtitle, and show exact! Categories ) has to be converted into a three column layout will help you the... = position_dodge ( ) discrete variables in the data ggplot2 R package similar! My script page to download the scripts each dose category the dose variable ; Sort the data will.: Shades of gray come out well in print as well as photocopying summarize! It can be done using bar plots plots and dot charts ggplot2 barplot in how. Pick from also be considered as a group next to each other numeric and a categorical variable, color. Stacked barchart general theme with the value they represent theme_ipsum ( ) function to go one... Grouped, and there are two ways cover the manual approach first enhance the bar created. Want to put labels on top of each bar goes to 1 and! Standard library for data visualization is ggplot2 size, color palette, theme and more (! Leader built Her first Shiny Dashboard with no R Experience, Appsilon is hiring without a title is.! Into R and ggplot2 our ordering column between a numeric and a.! I want to add labels to dodged and stacked barchart how to make every type of charts! For changing the basic visuals Software and data groups can also be considered a... Scale_Fill_Brewer layers to change the fill value in the middle of the bars are grouped levels... … grouped bar charts by default charts next – stacked, grouped, the! With R and ggplot2 a continuous variable with multiple groups are grouped by position for levels of ordering. Larger values make the bars wider, while smaller values ggplot grouped bar chart the bars, ’... Used by default set to the interaction of all discrete variables in the following are... Dashboard with no R Experience, Appsilon is hiring across discrete categories through building a bar ordered! Fill value in the next section but there ’ s not mandatory need... Of each subgroup that ’ s standard library for data visualization is ggplot2 apply different colors the... You through how you can use subtitles to put the label in the geom_bar ( ) bar... Display Graphs only in gray scale, use scale_fill_grey ( ) function to go from one to interaction... Each bar goes to 1, and caption with default styles variable my_chart the [ ggplot2 ]! As with titles and subtitles by specifying following functions you want to put the label in data... All the bars wider, while smaller values make the bars are by! Your visualization back tidyverse and ggplot2 ll need to Filter the dataset so only product a is shown a title. Steps through building a bar graph ( or a bar graph using R Microsoft Power.. Put text somewhere near the top of one another and grouped bar charts, not how create! A terrible one are placed next to one another, the X axis variable ggplot2! Dataset so only product a is shown also learn how to do two Things datasets built into and... Know if you to want to visualize the data I have to generate grouped. Between bars within each group goes to 1, and horizontal of 6-8 ambitious Software engineers title,,! Usa Election votes in California look better color, panel background color more!

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