Antwort What chart is best for my data? Weitere Antworten – How to choose the best chart for your data

What chart is best for my data?
Ask yourself how many variables you want to show, how many data points you want to display, and how you want to scale your axis. Line, bar, and column charts represent change over time. Pyramids and pie charts display parts of a whole. While scatter plots and treemaps are helpful if you have a lot of data to visualize.For example, if you want to show a trend over time, a line chart or an area chart might be more appropriate. If you want to compare data points, a bar chart or a column chart might be a better choice. If you want to show a distribution, a histogram or a box plot might be more useful.Bar charts are good for comparisons, while line charts work better for trends. Scatter plot charts are good for relationships and distributions, but pie charts should be used only for simple compositions — never for comparisons or distributions.

What is the best graph to show daily data : In most cases, they can be used interchangeably, but there are subtle differences between them. Line charts and area charts are the best tools to visualize data that goes up and down from day to day.

Which chart is most effective

Bar charts are one of the most common data visualizations. You can use them to quickly compare data across categories, highlight differences, show trends and outliers, and reveal historical highs and lows at a glance. Bar charts are especially effective when you have data that can be split into multiple categories.

When to use a histogram : When you should use a histogram. Histograms are good for showing general distributional features of dataset variables. You can see roughly where the peaks of the distribution are, whether the distribution is skewed or symmetric, and if there are any outliers.

clustered bar chart

To graph three variables, the best choice is clustered bar chart. We can graph three variables using many programs such as Excel, power point etc. A line graph is a graphical representation of data that changes over a period of time. It consists of a horizontal x-axis and a vertical y-axis.

For example, a bar chart is great to use for visitors by the hour or dwell time distribution. Your bars can be side by side or stacked.

What chart is easiest to read

Bar Chart. Bar charts are frequently used and we're taught how to read them starting at a young age. The most simple bar charts, those that illustrate one string and one numeric variable are easy for us to visually read because they use alignment and length. Additionally, bar charts are good for showing exact values.Line charts are the best when you want to map continuous data over a period of time.

  1. It depends (too much) on the number of bins.
  2. It depends (too much) on variable's maximum and minimum.
  3. It doesn't allow to detect relevant values.
  4. It doesn't allow to discern continuous from discrete variables.
  5. It makes it hard to compare distributions.
  6. It's hard to make if you don't have all the data in memory.


You should choose a bar chart when you want to compare different categories or types of data. But if you want to understand the distribution and frequency of a single set of data, go with a histogram.

What graph is best for 4 variables : Summary Table

2 Variables 3 Variables 4 Variables
Bagplot Bubble Chart Bubble Chart (Colour-shaded Bubbles)
Connected Scatterplot Contour Plot Ternary Bubble Graph
Correlation Matrix Correlation Matrix (Colour-shaded Circles) Ternary Contour Graph
Heatmap Ternary Graph

How to visualize data with 3 variables : A level plot colors a grid spanned by two variables by the color of a third variable. The term heat map is also used, in particular with a specific color scheme. But heat map often means a more complex visualization with an image plot at its core. Superimposing contours on a level plot is often helpful.

How to visualize hourly data

Line Charts

One of the easiest methods of displaying data by hour of day is in a simple line series or bar chart. Typically these charts begin at a certain hour (often midnight) and show 24 unique bars or data points, ending at the same time they started.

  1. Bar graphs are typically used to compare quantities of different categories in data. They are great for comparing categorical or nominal data where the categories are distinct and don't overlap.
  2. Line graphs, on the other hand, are used to show a trend over time, also known as a time series.

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Histograms, on the other hand, are better at depicting the overall distribution of the data. Because boxplots divide data by the number of responses and not the values, they are not ideal for depicting the average response or the spread of data.
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Histograms and box plots are very similar in their ability to visualize and describe numeric data. Although histograms are better in determining the underlying distribution of the data, box plots allow the comparison of multiple datasets as they are less detailed and take up less space.
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