{"id":73701,"date":"2023-07-13T01:30:00","date_gmt":"2023-07-13T05:30:00","guid":{"rendered":"https:\/\/venngage.com\/blog\/?p=73701"},"modified":"2025-09-17T02:23:13","modified_gmt":"2025-09-17T06:23:13","slug":"bar-charts-vs-histograms","status":"publish","type":"post","link":"https:\/\/venngage.com\/blog\/bar-charts-vs-histograms\/","title":{"rendered":"Bar Charts Vs Histograms: A Complete Guide"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"576\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1.png\" alt=\"bar charts vs histogram guide\" class=\"wp-image-74087\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1-300x169.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1-768x432.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1-730x411.png 730w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Whether at school or work, I&#8217;m you&#8217;ve used bar charts or histograms to present complex data in an easy-to-understand format. <\/p>\n\n\n\n<p>These charts are loved for their simplicity, clarity, and are widely used to share financial or sales analysis, market research, or ensure quality control.  <\/p>\n\n\n\n<p>And though they may look <em>really <\/em>similar, bar graphs and histograms actually have different use cases.<\/p>\n\n\n\n<p>So how can you determine when to use one over the other?<\/p>\n\n\n\n<p>In this post, I&#8217;ll go over what a bar chart and histogram are and then do a breakdown of bar charts vs histograms or histogram vs bar graph to help you understand the similarities and differences. <\/p>\n\n\n\n<p>Before I move on, remember that making a bar chart is incredibly easy with Venngage&#8217;s <a href=\"https:\/\/venngage.com\/features\/bar-graph-maker\" target=\"_blank\" rel=\"noreferrer noopener\">Bar Graph Maker<\/a> or check out our <a href=\"https:\/\/venngage.com\/templates\/charts\/bar\">bar chart templates<\/a> to make one in minutes.  <\/p>\n\n\n\n<p>Let&#8217;s get started!<\/p>\n\n\n\n<center><a href=\"https:\/\/venngage.com\/features\/bar-graph-maker\" target=\"_blank\" rel=\"noopener\">\n<button class=\"btn-cta\"><b>START CREATING FOR FREE<\/b><\/button><\/a><\/center>&nbsp;\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><em>Note: Some of our bar chart templates are free to use and some require a small monthly fee. <a href=\"https:\/\/infograph.venngage.com\/register\" target=\"_blank\" rel=\"noreferrer noopener\">Sign-up<\/a> is always free, as is access to Venngage\u2019s online drag-and-drop editor.<\/em><\/p>\n\n\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-bar-chart\">What is a bar chart?<\/h2>\n\n\n\n<p>A <a href=\"https:\/\/venngage.com\/blog\/bar-chart\/\" target=\"_blank\" rel=\"noreferrer noopener\">bar chart,<\/a> also known as a bar graph and column chart, is a <a href=\"https:\/\/venngage.com\/blog\/types-of-charts\/\" target=\"_blank\" rel=\"noreferrer noopener\">type of chart <\/a>that uses rectangular bars of varying lengths or heights to represent and compare numerical data.<\/p>\n\n\n\n<p>Bar charts are great for data sets made up of distinct categories, like survey responses or product types. Each data point belongs to a clear, separate group. Here&#8217;s how: <\/p>\n\n\n\n<ul>\n<li><strong>Vertical bar chart<\/strong> \u2013 Best for comparing values across categories like product sales or survey results.<\/li>\n\n\n\n<li><strong>Horizontal bar chart<\/strong> \u2013 Ideal when you have long category labels or limited vertical space.<\/li>\n\n\n\n<li><strong>Stacked bar chart<\/strong> \u2013 Useful for showing how sub-categories contribute to a whole within each main category.<\/li>\n\n\n\n<li><strong>Grouped bar chart<\/strong> \u2013 Great for comparing multiple related variables across categories (e.g., sales by product <em>and<\/em> region).<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/venngage.com\/templates\/charts\/vertical-bar-chart-marketing-stats-template-76e9c50d-7a3b-49d3-a778-f602f9d68040\"><img decoding=\"async\" loading=\"lazy\" width=\"816\" height=\"685\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-example-1.png\" alt=\"Vertical Bar Chart Marketing Stats Template\" class=\"wp-image-73769\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-example-1.png 816w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-example-1-300x252.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-example-1-768x645.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-example-1-730x613.png 730w\" sizes=\"(max-width: 816px) 100vw, 816px\" \/><\/a><\/figure><\/div>\n\n\n<center><a href=\"https:\/\/venngage.com\/templates\/charts\/vertical-bar-chart-marketing-stats-template-76e9c50d-7a3b-49d3-a778-f602f9d68040\" target=\"_blank\" rel=\"noopener\">\n<button class=\"btn-cta\"><b>CREATE THIS BAR GRAPH<\/b><\/button><\/a><\/center>&nbsp;\n\n\n\n<h3 class=\"wp-block-heading\">When should you use a bar chart? <\/h3>\n\n\n\n<p>Bar charts work best when you want to compare and display data across different categories.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.fusioncharts.com\/fusioncharts\" target=\"_blank\" rel=\"noreferrer noopener\">Choosing the right chart<\/a> helps make patterns in your <strong>data set<\/strong> more visible and your message more accurate. It\u2019s all about matching the visual to the w<\/p>\n\n\n\n<p>ay your data is built.<\/p>\n\n\n\n<p>Here are some situations where you&#8217;ll want to pick a bar chart:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Compare and contrast data<\/h4>\n\n\n\n<p>If you want to compare data or values associated with different categories, a bar chart is a natural go-to choice.<\/p>\n\n\n\n<p>The rectangular bars of various lengths and heights make it easy to visualize and evaluate differences at a quick glance. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/venngage.com\/templates\/charts\/modern-bar-chart-7de2f3cf-0ae7-4343-9d9d-7849ab8d944b\"><img decoding=\"async\" loading=\"lazy\" width=\"700\" height=\"700\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/compare-and-contrast-bar-chart-1.png\" alt=\"Sales Bar Chart Template\" class=\"wp-image-73806\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/compare-and-contrast-bar-chart-1.png 700w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/compare-and-contrast-bar-chart-1-300x300.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/compare-and-contrast-bar-chart-1-150x150.png 150w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/figure><\/div>\n\n\n<center><a href=\"https:\/\/venngage.com\/templates\/charts\/modern-bar-chart-7de2f3cf-0ae7-4343-9d9d-7849ab8d944b\" target=\"_blank\" rel=\"noopener\">\n<button class=\"btn-cta\"><b>CREATE THIS BAR GRAPH<\/b><\/button><\/a><\/center>&nbsp;\n\n\n\n<h4 class=\"wp-block-heading\">Track changes<\/h4>\n\n\n\n<p>Trying to track changes or trends over time? <\/p>\n\n\n\n<p>Well, you&#8217;ll want to go with a bar chart as it lets you plot <a href=\"https:\/\/venngage.com\/blog\/data-over-time\/\">data over time<\/a> to see changes.<\/p>\n\n\n\n<p>The use of bars allows easy identification of patterns, shifts, or fluctuations. Also, you can enhance your analysis by using colors or trend lines to highlight the direction and magnitude of changes. <\/p>\n\n\n\n<p>This makes a bar graph the perfect tool for tracking sales figures, market trends, or any other time-based data.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/venngage.com\/templates\/charts\/yearly-column--d96e003c-32a5-49d5-97ac-cf3dec720200\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" loading=\"lazy\" width=\"700\" height=\"515\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/track-changes-bar-chart-1.png\" alt=\"Immigration Bar Chart Template\" class=\"wp-image-73804\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/track-changes-bar-chart-1.png 700w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/track-changes-bar-chart-1-300x221.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/figure><\/div>\n\n\n<center><a href=\"https:\/\/venngage.com\/templates\/charts\/yearly-column--d96e003c-32a5-49d5-97ac-cf3dec720200\" target=\"_blank\" rel=\"noopener\">\n<button class=\"btn-cta\"><b>CREATE THIS BAR GRAPH<\/b><\/button><\/a><\/center>&nbsp;\n\n\n\n<h4 class=\"wp-block-heading\">Visualize qualitative data <\/h4>\n\n\n\n<p>Besides numbers, bar charts can also help you visualize qualitative data. <\/p>\n\n\n\n<p>For example, let&#8217;s say you wanted to present global access to HIV treatment. <\/p>\n\n\n\n<p>Well, with a bar chart, you can actually use qualitative points such as those who had access and those who didn&#8217;t and plot it on a chart. The height of the bar would then represent the frequency.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/venngage.com\/templates\/charts\/hiv-aids-stats-c7993b20-ccb5-4d14-ab0b-ae7a4b267284\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"791\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-qualitative-1-1024x791.png\" alt=\"HIV AIDS Stats\" class=\"wp-image-73809\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-qualitative-1-1024x791.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-qualitative-1-300x232.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-qualitative-1-768x593.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-qualitative-1-730x564.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-qualitative-1.png 1056w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<center><a href=\"https:\/\/venngage.com\/templates\/charts\/hiv-aids-stats-c7993b20-ccb5-4d14-ab0b-ae7a4b267284\" target=\"_blank\" rel=\"noopener\">\n<button class=\"btn-cta\"><b>CREATE THIS BAR GRAPH<\/b><\/button><\/a><\/center>&nbsp;\n\n\n\n<h3 class=\"wp-block-heading\">Advantages and limitations of bar charts <\/h3>\n\n\n\n<p>Although bar charts are useful at times, they do have limitations as well. <\/p>\n\n\n\n<p>By recognizing their advantages and limitations, you will be able to make better decisions when picking a type of chart. <\/p>\n\n\n\n<p>Let&#8217;s take a look: <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Advantages <\/h4>\n\n\n\n<ul>\n<li>Easy to understand <\/li>\n<\/ul>\n\n\n\n<p>Bar charts provide an easy-to-understand visual representation of data. The presence of bars makes it simple to compare different categories or variables.<\/p>\n\n\n\n<ul>\n<li>Flexible presentation options<\/li>\n<\/ul>\n\n\n\n<p>With many types of bar graphs, such as vertical, horizontal, and <a href=\"https:\/\/venngage.com\/blog\/stacked-bar-chart\/\" target=\"_blank\" rel=\"noreferrer noopener\">stacked bar charts<\/a>, there are endless ways to present your data. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Limitations<\/h4>\n\n\n\n<ul>\n<li>Less effective for large datasets <\/li>\n<\/ul>\n\n\n\n<p>As the number of categories or data points increases, the bars can become crowded and make it challenging to interpret or compare the data accurately.<\/p>\n\n\n\n<ul>\n<li>Lack of preciseness <\/li>\n<\/ul>\n\n\n\n<p>The lengths of a bar only give a general sense of relative values and are not exact numerical measurements. This makes it hard to make precise comparisons between different bars.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-histogram\">What is a histogram?<\/h2>\n\n\n\n<p>A histogram is a visual representation of the distribution of data.<\/p>\n\n\n\n<p>It consists of adjacent rectangular bars, where the width of each bar represents a range of values, and the height shows how many data points fall within that range \u2014 that\u2019s the frequency. Depending on how it&#8217;s set up, a histogram can show raw counts or relative frequencies (like percentages), which makes it flexible for comparing distributions across different datasets.<\/p>\n\n\n\n<p>One important thing to note is how the x-axis works: in histograms, it displays continuous intervals, like age ranges or income brackets. In contrast, bar graphs use the x-axis to show distinct categories, like job titles or product names.<\/p>\n\n\n\n<p>They may look almost identical to bar graphs at first glance, so it\u2019s easy to get them mixed up \u2014 but they tell very different stories about your data.<\/p>\n\n\n\n<p>Here&#8217;s an example:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/venngage.com\/templates\/charts\/market-segmentation-05430d89-1a08-4711-944d-f68748b74b50\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"791\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/histogram-1-1-1024x791.png\" alt=\"Market Segmentation Chart Template\" class=\"wp-image-74150\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/histogram-1-1-1024x791.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/histogram-1-1-300x232.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/histogram-1-1-768x593.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/histogram-1-1-730x564.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/histogram-1-1.png 1056w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<center><a href=\"https:\/\/venngage.com\/templates\/charts\/market-segmentation-05430d89-1a08-4711-944d-f68748b74b50\" target=\"_blank\" rel=\"noopener\">\n<button class=\"btn-cta\"><b>CREATE THIS HISTOGRAM<\/b><\/button><\/a><\/center>&nbsp;\n\n\n\n<p>In histogram terminology, the range of values along the x-axis is divided into bins, also known as class intervals. Each bar in the histogram represents one of these intervals and shows how many data points fall within that range. So if you&#8217;re charting something like ages, one bin might cover ages 20\u201329, the next 30\u201339, and so on.<\/p>\n\n\n\n<p>These bins are usually equal in width to keep things consistent and make the distribution easier to read. It\u2019s a small detail, but it plays a big role in how clearly your data comes across.<\/p>\n\n\n\n<p>Before creating a histogram, it\u2019s common to organize your data into a frequency table. This table lists each bin or class interval alongside the number of data points that fall within it. It\u2019s a simple but powerful step \u2014 giving you a clear overview of your distribution and making the plotting process much smoother.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">When should you use a histogram? <\/h3>\n\n\n\n<p>Histograms are useful when dealing with continuous data or when data points are limited to a numerical range.  <\/p>\n\n\n\n<p>For example, temperature readings, time measurements, and weight measurements are all types of continuous data. <\/p>\n\n\n\n<p>Here are some scenarios where a histogram is the better choice: <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Distribution analysis <\/h4>\n\n\n\n<p>Ever faced a scenario where you need to understand the shape of data? <\/p>\n\n\n\n<p>This is a common situation in various professions such as finance, insurance, and market research. <\/p>\n\n\n\n<p>For example, let&#8217;s say a financial analyst wants to analyze the shape of data related to stock returns in terms of a normal, skewed, or another distribution pattern to analyze portfolio performance and measure risk assessment. <\/p>\n\n\n\n<p>Well, there&#8217;s no better way than a histogram.<\/p>\n\n\n\n<p>In this example, a histogram helps scientists determine the average height of two different varieties of wheat. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1-1024x1024.png\" alt=\"distribution analysis histogram\" class=\"wp-image-73838\" width=\"768\" height=\"768\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1-1024x1024.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1-300x300.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1-150x150.png 150w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1-768x768.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1-730x730.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/distribution-analysis-histogram-1.png 1344w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/r-graph-gallery.com\/2-two-histograms-with-melt-colors.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Source<\/a> <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Statistical analysis <\/h4>\n\n\n\n<p>Histograms are also <em>extremely<\/em> useful in any type of statistical analysis work. <\/p>\n\n\n\n<p>By providing a visual representation of data, it becomes easy to spot patterns and variability, allowing for more informed decision-making. <\/p>\n\n\n\n<p>For example, a government agency may use a histogram to analyze the distribution of income in a population to visualize points such as mean and median to assess the effectiveness of its policies. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/monthly-income-histogram-1.png\" alt=\"monthly income histogram statistical analysis\" class=\"wp-image-73840\" width=\"620\" height=\"521\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/monthly-income-histogram-1.png 827w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/monthly-income-histogram-1-300x252.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/monthly-income-histogram-1-768x645.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/monthly-income-histogram-1-730x613.png 730w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.researchgate.net\/figure\/Histogram-of-the-distribution-of-net-monthly-household-income-in-2011-PLN-in-Poland-as_fig4_341410057\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Source<\/a> <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Identify outliers<\/h4>\n\n\n\n<p>Sometimes unusual or outlying data which may have significant implications gets missed by bar charts. <\/p>\n\n\n\n<p>But a histogram allows easy detection of any extreme values or outliers that fall outside a typical range. <\/p>\n\n\n\n<p>Again, this has a practical application in many professions. <\/p>\n\n\n\n<p>For example, a company&#8217;s marketing team might want to find outliers in customer behavior, such as unusually high or low spending patterns, to identify fraud or target segments that require unique marketing strategies.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/airbnb-price-1-1024x731.png\" alt=\"airbnb price histogram\" class=\"wp-image-73843\" width=\"768\" height=\"548\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/airbnb-price-1-1024x731.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/airbnb-price-1-300x214.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/airbnb-price-1-768x549.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/airbnb-price-1-730x521.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/airbnb-price-1.png 1344w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.data-to-viz.com\/graph\/histogram.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Source<\/a> <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Advantages and limitations of histograms <\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Advantages<\/h4>\n\n\n\n<ul>\n<li>Easy to identify patterns<\/li>\n<\/ul>\n\n\n\n<p>Histograms make it easy to visualize patterns and understand the shape, symmetry, and skewness of data, which gives unique insights into the data.<\/p>\n\n\n\n<ul>\n<li>Detection of outliers <\/li>\n<\/ul>\n\n\n\n<p>Detecting anomalies in data or extreme values outside a typical range is easy with a histogram. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Limitations<\/h4>\n\n\n\n<ul>\n<li>Manual statistical calculation<\/li>\n<\/ul>\n\n\n\n<p>Histograms require you to manually calculate statistical measures such as mean, median, or standard deviation. This can not only be time-consuming but also lead to errors.<\/p>\n\n\n\n<ul>\n<li>Restrictive data type<\/li>\n<\/ul>\n\n\n\n<p>Histograms are only effective for data that falls within a range and not when you have qualitative variables to study.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"difference\">What is the difference between a histogram and a bar graph?<\/h2>\n\n\n\n<p>The main difference between a histogram and a bar graph is the type of data they visualize. Although both use vertical bars, they serve distinct purposes.<\/p>\n\n\n\n<p>When working with any data set, the first step is understanding its structure \u2014 are you dealing with categories or continuous numbers? That choice directly affects whether a bar chart or histogram is the better fit.<\/p>\n\n\n\n<p>A bar graph is used to compare discrete or categorical variables \u2014 like types of fruit (apple, banana, orange) or job titles (manager, assistant, analyst). Each bar represents a separate category, and there are clear gaps between them to emphasize that the categories are unrelated.<\/p>\n\n\n\n<p>A histogram, on the other hand, shows the frequency distribution of continuous data. That means it groups numbers into ranges (or bins) and shows how many values fall into each range. For example, a histogram could display how many people fall into different height ranges \u2014 like 150\u2013159 cm, 160\u2013169 cm, and so on. The bars touch because the data is part of a continuous scale.<\/p>\n\n\n\n<p>In short: bar graphs = categories, histogram = number ranges.<\/p>\n\n\n\n<p>Not sure whether to use a histogram or bar graph? Here&#8217;s a detailed breakdown:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms.png\"><img decoding=\"async\" loading=\"lazy\" width=\"791\" height=\"1024\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-791x1024.png\" alt=\"bar chart vs histogram\" class=\"wp-image-73853\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-791x1024.png 791w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-232x300.png 232w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-768x994.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1187x1536.png 1187w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-1583x2048.png 1583w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-charts-vs-histograms-730x945.png 730w\" sizes=\"(max-width: 791px) 100vw, 791px\" \/><\/a><\/figure>\n\n\n\n<p>Want to explore more ways to visualize your data? Check out our <a href=\"https:\/\/venngage.com\/blog\/types-of-graphs\/\" target=\"_blank\" rel=\"noreferrer noopener\">guide to different types of graphs<\/a> to see which one fits your data best \u2014 from pie charts to scatter plots and everything in between. It\u2019s a great next step if you\u2019re trying to level up your data storytelling.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Real-world use case examples<\/strong><\/h2>\n\n\n\n<p>Here are real-world examples that highlight when to use bar charts versus histograms, based on whether you&#8217;re working with categorical or continuous data.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1.png\"><img decoding=\"async\" loading=\"lazy\" width=\"3375\" height=\"4219\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1.png\" alt=\"Bar charts vs Histograms Real-world use case examples\" class=\"wp-image-103387 no-resize\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1.png 3375w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1-240x300.png 240w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1-819x1024.png 819w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1-768x960.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1-1229x1536.png 1229w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1-1638x2048.png 1638w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2025\/05\/Bar-Charts-VS-Histograms-Comparison-Table-Chart-1-730x913.png 730w\" sizes=\"(max-width: 3375px) 100vw, 3375px\" \/><\/a><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>Categorical vs. continuous data<\/strong><\/h2>\n\n\n\n<p>One of the most important things I\u2019ve learned when working with data is that how you visualize it really depends on the type of data you have \u2014 specifically, whether it\u2019s categorical or continuous.<\/p>\n\n\n\n<ul>\n<li><strong>Categorical data<\/strong> is made up of named groups or labels \u2014 like colors, job roles, or survey responses. These aren\u2019t measured with numbers; they\u2019re sorted into distinct categories. A <strong>bar chart<\/strong> is ideal here because it shows how each group compares.<\/li>\n\n\n\n<li><strong>Continuous data<\/strong>, on the other hand, involves numbers that flow along a scale \u2014 like height, weight, or time. These values can fall anywhere within a range. That\u2019s where <strong>histograms<\/strong> come in. They let you group data into intervals (or bins) to see how it\u2019s distributed.<\/li>\n<\/ul>\n\n\n\n<p>If you\u2019re ever unsure which to use, just take a step back and ask: <em>Am I comparing categories or analyzing number ranges?<\/em> That simple check can make a big difference in how clearly your data story comes across.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"venngage\">How to create a bar chart with Venngage<\/h2>\n\n\n\n<p>Due to their popularity, there\u2019s no shortage of ways to make a bar chart.<\/p>\n\n\n\n<p>The options include drawing it out by hand, using Office tools like Word or Excel, or turning to Google Sheets or Docs. But while these are familiar, they can be limiting when it comes to customization, styling, or ease of use \u2014 not to mention the learning curve.<\/p>\n\n\n\n<p>By far, your best bet is Venngage.<\/p>\n\n\n\n<p>Creating a bar chart with Venngage is simple and intuitive. With a user-friendly drag-and-drop interface, anyone can design a professional-looking chart \u2014 no design background needed. You\u2019ll find a variety of customizable <a href=\"https:\/\/venngage.com\/templates\/charts\/bar\" target=\"_blank\" rel=\"noreferrer noopener\">bar chart templates<\/a> to get started quickly. I&#8217;ll walk you through a few simple steps in the section below. <\/p>\n\n\n\n<p>But if you want to show data changes over time, try creating an animated bar chart to bring your visuals to life. It\u2019s a powerful way to show growth, trends, or shifts in rankings in a more engaging way.<\/p>\n\n\n\n<p>Just plug in your data, tweak the design to match your branding, and you\u2019re good to go!<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 1 &#8211; Sign up for a free account<\/h3>\n\n\n\n<p>Start by <a href=\"https:\/\/infograph.venngage.com\/register\" target=\"_blank\" rel=\"noreferrer noopener\">signing up<\/a> for a Venngage account using your email, Gmail or Facebook account.<\/p>\n\n\n\n<p>Remember, it&#8217;s completely free!<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/infograph.venngage.com\/register\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"518\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1-1024x518.png\" alt=\"venngage sign up\" class=\"wp-image-73580\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1-1024x518.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1-300x152.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1-768x388.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1-1536x777.png 1536w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1-730x369.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/venngage-sign-up-1.png 1916w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Step 2 \u2013 Select a template from our library<\/h3>\n\n\n\n<p>Besides the examples I shared above, you&#8217;ll find many other <a href=\"https:\/\/venngage.com\/templates\/charts\/bar\" target=\"_blank\" rel=\"noreferrer noopener\">bar chart templates<\/a> to choose from. Just pick one you like to start editing. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"506\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1-1024x506.png\" alt=\"venngage bar chart templates\" class=\"wp-image-73856\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1-1024x506.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1-300x148.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1-768x379.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1-1536x759.png 1536w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1-730x361.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-templates-1.png 1887w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\">Step 3 &#8211; Use our editor to edit your bar chart<\/h3>\n\n\n\n<p>Our bar chart templates let you replace the filler data with your own to make the process as painless and fast as possible. <\/p>\n\n\n\n<p>Other items you can change or replace include the colors, text, and layout. Just drag to move elements around and experiment!<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"461\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage-1024x461.png\" alt=\"edit bar chart with venngage\" class=\"wp-image-73858\" srcset=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage-1024x461.png 1024w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage-300x135.png 300w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage-768x346.png 768w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage-1536x692.png 1536w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage-730x329.png 730w, https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2023\/06\/bar-chart-edit-venngage.png 1918w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>Here&#8217;s a better look:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/venngage-wordpress.s3.amazonaws.com\/uploads\/2022\/02\/Bar-Chart-Maker.gif\" alt=\"\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Step 4 \u2013 Bring your bar chart to life with icons, illustrations and branding <\/h3>\n\n\n\n<p>Venngage offers 40,000 icons and illustrations to help you visualize and bring bar charts to life.<\/p>\n\n\n\n<p>If you upgrade to a <a href=\"https:\/\/venngage.com\/blog\/business\" target=\"_blank\" rel=\"noreferrer noopener\">Business<\/a> account, you can also enjoy <a href=\"https:\/\/venngage.com\/blog\/my-brand-kit\/\">My Brand Kit<\/a> \u2014 the one-click branding kit that lets you upload your logo and apply <a href=\"https:\/\/venngage.com\/blog\/brand-colors\/\">brand colors<\/a> and fonts to any design.<\/p>\n\n\n\n<p>And that&#8217;s all there is to it. Creating a bar chart has never been easier!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ <\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"faq-question-1\">Why choose a bar chart over a histogram?<\/h3>\n\n\n\n<p>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. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"faq-question-2\">Do histograms and bar graphs look the same?<\/h3>\n\n\n\n<p>Although histograms and bar graphs look similar, they are not different names for a single type of chart. They are different since a bar chart is used to compare categorical data while histograms are used to analyze the distribution of data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What makes a histogram misleading?<\/h3>\n\n\n\n<p>Histograms can give you the wrong impression if the bins (or intervals) aren\u2019t chosen carefully. For example, using bins that are too wide can hide important patterns, while uneven bins can exaggerate or downplay parts of the data. It\u2019s a good reminder that how you frame data really matters.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Can histograms have gaps?<\/strong><\/h3>\n\n\n\n<p>Not usually. Histograms represent continuous data \u2014 think measurements like age, weight, or time \u2014 so the bars should touch. If you see gaps, it might mean something\u2019s off, unless a bin has zero values.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>When should I use a histogram instead of a bar chart?<\/strong><\/h3>\n\n\n\n<p>If you&#8217;re working with continuous numerical data and you want to understand how it&#8217;s distributed (like test scores or sales amounts), go with a histogram. Bar charts are better when you&#8217;re dealing with categories like product types or survey responses. I like to think of it as: <em>Histogram = ranges. Bar chart = labels.<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What is the difference between a histogram and a vertical bar chart?<\/strong><\/h3>\n\n\n\n<p>This is one of the most common mix-ups I\u2019ve seen. Histograms show how data is spread across intervals \u2014 and the bars touch because the data is continuous. Vertical bar charts, on the other hand, show categories and have space between bars. A quick side-by-side visual can really help here.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>What is the difference between a histogram and a line graph?<\/strong><\/h3>\n\n\n\n<p>They look similar, but they serve very different purposes. Line graphs are great for showing trends over time \u2014 like stock prices or monthly expenses. Histograms show how often values fall within certain ranges. One tracks <em>change<\/em>, the other shows <em>distribution<\/em>. I like using them together sometimes to tell a fuller story.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Is a bar chart the same as a bar graph?<\/strong><\/h3>\n\n\n\n<p>Most people use the terms interchangeably \u2014 and that\u2019s totally fine in everyday conversation. Technically, some experts use \u201cbar chart\u201d to describe the visual more formally, but either term works. What matters most is clarity and consistency in your communication.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Do the bars in a histogram touch?<\/strong><\/h3>\n\n\n\n<p>Yes, and that\u2019s one of their defining features. Since histograms deal with continuous data, the bars should touch to show that there are no gaps in the range. It\u2019s a small detail that makes a big difference in how people read the chart.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Is a histogram a type of bar chart?<\/strong><\/h3>\n\n\n\n<p>Kind of \u2014 they both use bars, but their purpose and structure are different. Some folks call histograms a subtype of bar chart, especially in informal settings. But histograms specifically show frequency distributions of continuous data, so they really deserve their own spotlight.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Can bar charts show frequencies too?<\/strong><\/h3>\n\n\n\n<p>Absolutely. Bar charts can show how often different categories appear \u2014 like the number of customers per region. The key difference is that histograms show frequencies for data grouped into intervals, while bar charts show them for distinct categories. A quick tip: If your data has names or labels, go with a bar chart. If it has measurements or ranges, use a histogram.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">In conclusion: Understanding the differences between bar charts and histograms leads to effective data visualization<\/h2>\n\n\n\n<p>Better data interpretation starts with choosing the right chart type. Knowing when to use a bar chart versus a histogram isn\u2019t just a technical detail \u2014 it\u2019s key to making your data clear, accurate, and impactful.<\/p>\n\n\n\n<p>It might feel a bit confusing at first, but once you\u2019ve worked with both, it becomes second nature to recognize which one fits your dataset best.<\/p>\n\n\n\n<p>And if you\u2019re ready to create bar charts that stand out, Venngage\u2019s <a class=\"\" href=\"#\"><\/a><a href=\"https:\/\/venngage.com\/features\/bar-graph-maker\" target=\"_blank\" rel=\"noreferrer noopener\">Bar Graph Maker<\/a> and <a href=\"https:\/\/venngage.com\/templates\/charts\/bar\" target=\"_blank\" rel=\"noreferrer noopener\">bar chart templates<\/a> are here to make the process easy \u2014 so your presentations and reports get the attention they deserve!<\/p>\n\n\n\n<center><a href=\"https:\/\/venngage.com\/templates\/charts\/bar\" target=\"_blank\" rel=\"noopener\"><button style=\"color: #ffffff; font size: 17px; font weight: 400; padding: 16px 30px; border-radius: 50px; box-shadow: 0 5px 10px rgba(0, 0, 0, 0.3); background: #1bc138; text-transform: uppercase; font-family: Oxygen; display: inline-block;\"><b>START CREATING FOR FREE<\/b><\/button><\/a><\/center>&nbsp;\n","protected":false},"excerpt":{"rendered":"<p>Whether at school or work, I&#8217;m you&#8217;ve used bar charts or histograms to present complex data in an easy-to-understand format. These charts are loved for their simplicity, clarity, and are widely used to share financial or sales analysis, market research, or ensure quality control. And though they may look really similar, bar graphs and histograms [&hellip;]<\/p>\n","protected":false},"author":150,"featured_media":74087,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false},"categories":[302],"tags":[220,226],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<meta name=\"description\" content=\"Explore the world of bar charts and histograms and learn when to use each to make the most of your data visualization.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/venngage.com\/blog\/bar-charts-vs-histograms\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bar Charts Vs Histograms: A Complete Guide - 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