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This simple code draws line chart as expected:

Why use a bar graph instead of a line graph. In fact, your default choice should probably be a bar chart. Histograms have no gaps between bars; James_f=names[(names.name=='james') & (names.sex=='f')] plt.plot(james_f['year'],james_f['births']) plt.show() but then i change condition, just delete one of them, and then it starts to draw bar chart.

Here are the 10 best ways to illustrate comparisons without using a bar graph. Other graph types show only a single data set or are difficult to read. A bar graph that shows data in intervals is called a histogram.

A bar chart is best for comparing groups of data. This site is a good primer: In this lesson, you will learn to differentiate between bar graphs and line graphs as you practice creating each type of graph.

But, how do you decide which type of graph to use, and is the type of information displayed on each graph the same? Consider the complexity of your data. A line graph shows how data changes over time.

The most common types of graphs — line graphs, bar graphs, and pie charts — are common for a reason. Line graphs are used to track changes over short and long periods of time. Why we use the bar graph so darn much.

A bar graph (also known as a bar chart or bar diagram) is a visual tool that uses bars to compare data among categories. Line graphs work well for data with many data points and continuous trends. A pie chart is used to represent and compare parts of a whole.

A graph shows the relation between a dependent variable and an independent variable. Line graphs are generally better for showing changes in data over time, whilst bar charts tend to be better for comparisons of volumes at a fixed point. If your goal is to compare values or highlight differences, a bar chart would be more effective.

For extremely long time series where showing the overall trend is important, consider using a line or an area chart instead. Line graphs show trends over time. Bar graphs show data with blocks of different lengths, whereas line graphs show a series of points connected by straight lines.

Line graphs can also be used to compare changes over the same period of time for more than one group. Histograms are for continuous data, while bar graphs are for categorical data. Graphs are a useful way to show numerical data.

A lollipop chart is most useful when there are a lot of categories and their values are fairly close together. If you want to show a progression or trend, a line graph is likely the best choice. Each graph type specializes in telling a certain type of story.

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