Plt.scatter(x=atlanta, y=atlanta,marker='o', c='cornflowerblue') Let’s change the color of the teams to discern them: atlanta = df='Atlanta'] Therefore, it’s not possible to see if there are any unusual trends that relate to one team over another. For example, with a single color in your plot, it’s impossible to discern which team is which. This returns the following image: How to customize scatter marker colours?Īdding color to a scatter graph can be a good way to add another dimension to your data. Plt.xlabel('Minutes Played', fontsize=12) Let’s try changing the titles to make it a little prettier: plt.scatter(x=df, y=df,marker='o') We can change the font size of the title and axis labels by passing in the fontsize= argument into the respective functions. Let’s add some descriptive titles to our chart: plt.scatter(x=df, y=df,marker='o') If you want to change your marker, you can choose from the following markers: available_markers = How to add titles and axis labels to Matplotlib scatter charts?Īdding titles and axis labels to Matplotlib scatter charts can be done using the. ![]() This is just one of many markers that are available. Let’s give this a shot: plt.scatter(x=df, y=df,marker='o') You can then use x= and y= arguments to pass in data and the marker= argument to set what type of marker you want to use. scatter() function to create scatterplots. Printing out the head of the dataframe returns the following: ID Year Age Team Minutes Composite_Rating WinsĠ montgre01w 2019 32 Atlanta 949 -2.4 1.22ġ williel01w 2019 26 Atlanta 909 0.6 2.51Ģ sykesbr01w 2019 25 Atlanta 880 -3.4 0.70ģ hayesti01w 2019 29 Atlanta 817 -1.5 1.45Ĥ brelaje01w 2019 31 Atlanta 767 -0.8 1.62 How to create Matplotlib scatter charts? Usecols = ĭf = df.str.replace('ATL', 'Atlanta')ĭf = df.str.replace('CHI', 'Chicago') The dataset contains quite a bit of data and the headers aren’t the clearest, so we’ll do a little bit of cleaning up. ![]() Let’s also import a dataset from Five Thirty Eight in regards to WNBA scores, which you can find here. ![]() How to add a style to Matplotlib charts?įor this tutorial, we’re going to use Pandas and Matplotlib.How to change marker size in Matplotlib scatter charts?.How to add a legend to Matplotlib scatter charts?.How to customize scatter marker colours?.How to add titles and axis labels to Matplotlib scatter charts?.How to create Matplotlib scatter charts?.
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