How to Make a Time Series Plot with Rolling Average in Python?

Time Series Plot with 7-day rolling average: Pandas and Seaborn

Time Series plots are a great way to see a trend over a period of time. However, if the numerical variable that we are plotting in time series plot fluctuates day to day, it is often better to add a layer moving average to the time series plot. In this post, we will see examples… Continue reading How to Make a Time Series Plot with Rolling Average in Python?

How To Make World Map with ggplot2 in R?

Volcano locations on world map ggplot2

In this post, we will learn how to make world map using ggplot2 in R. We will use geom_map() function to make map with ggplot2. And then we will see an example of overlaying data on the world map. To overlay, we will use volcano eruption data from TidyTuesday project to overlay the locations of… Continue reading How To Make World Map with ggplot2 in R?

How To Make Simple Animation in R?

Animation in R with gganimate

In this post, we will learn to make simple animation in R using gganimate package. gganimate R package is a powerful package to make animation using R. gganimate extends the grammar of graphics as implemented by ggplot2 to include the description of animation. It does this by providing a range of new grammar classes that… Continue reading How To Make Simple Animation in R?

How To Make Scatter Plot with Regression Line using Seaborn in Python?

Scatterplot with regression line regplot() Seaborn

Adding regression line to a scatterplot between two numerical variables is great way to see the linear trend. In this post, we will see two ways of making scatter plot with regression line using Seaborn in Python. And we will also see an example of customizing the scatter plot with regression line. Let us load… Continue reading How To Make Scatter Plot with Regression Line using Seaborn in Python?

How To Make Scatter Plot with Regression Line with ggplot2 in R?

Scatter Plot with gam Regression line with ggplot2 in R

Adding regression line to scatter plot can help reveal the relationship or association between the two numerical variables in the scatter plot. With ggplot2, we can add regression line using geom_smooth() function as another layer to scatter plot. In this post, we will see examples of adding regression lines to scatterplot using ggplot2 in R.… Continue reading How To Make Scatter Plot with Regression Line with ggplot2 in R?

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