“Which do you believe is the preferable option if you want to say something?” Thousands of words or different types of statistical charts A excellent graph or chart can display multiple paragraphs of text. But how can you choose between graph styles? Different types of graphs are used to display data in a graphical fashion in mathematics and statistics. We will explore the most common and extensively used forms of charts or graphs in this blog. We are confident that you will gain a better understanding of statistics, as well as where and how to employ different types of charts in statistics.

Charts and graphs aid in the presentation of complex information in a simple manner. By adding value to your presentations and meetings, they can improve the clarity and effectiveness of your message.

There are many different chart and graph formats to choose from. To select the appropriate kind, you must first understand how each one is constructed and what data it stores. Do you want to attract attention to a pattern? Do you want to show your data as a percentage or show how data sets overlap?


Once you understand the many types of data that each chart or graph can handle, you’ll be able to choose the one that best supports your thesis. Let’s start with a definition of statistics and then move on to several forms of statistical charts.


What are statistics, exactly?


Contents Table of Contents


Statistics is a discipline of mathematics dealing with numerical data collecting, analysis, and presentation. Statistics is the study of facts from a population in order to characterize it meaningfully, draw inferences, and make well-informed decisions. A population might be a community, an organization, a production line, a service counter, or a natural phenomenon like the weather. Statisticians determine which quantitative model is most suited to a given circumstance and what data should be collected and examined. Applied statistics refers to the application of broad techniques to specific problems.


To figure this out, you’ll need a good understanding of how graphs and charts work. The most common varieties addressed in this blog are line graphs, bar graphs, pie charts, and Venn diagrams. We’ll also go over several additional types of charts used in statistics.


What are the various sorts of statistics charts?


Bar Diagram


Because bar charts are one of the most often utilized data representations, most businesses employ them. They can be used to compare data across categories quickly, highlight disparities, reveal historical highs and lows, and identify patterns and outliers. Bar charts are useful when you have data that can be separated into numerous groups. In statistics, this is one of the most useful types of charts.


A bar graph can be maintained horizontally or vertically. On a bar graph, the length or height of the bars is critical—the longer or higher the bar, the greater the value.


Bar graphs are one of many visual data presentation methods that allow viewers to discover patterns or trends rapidly.


In bar graphs, categorical and numerical variables are usually grouped in class intervals. They are made comprised of an axis and a series of labeled horizontal or vertical bars. The bars represent the frequency of different variables’ values, or simply the multiple values themselves. The numbers on the x-axis of a bar graph or the y-axis of a column graph are referred to as the scale. Consider the following scenario.




Line Diagram


The line chart, also known as a line graph, connects several data points into a single continuous development. Line charts are commonly used to depict data trends across time (like stock price changes over five years or website page views for the month). As a result, there’s a straightforward way to see how one value affects another.


Line graphs are commonly used to show changes over time, both short and long periods. When compared to bar graphs, line graphs are preferable when there are fewer changes. Line graphs are frequently used to compare changes in multiple groups over time. Both bar and line graphs are important in the types of statistics charts that are most commonly employed.




A graph showing statistics over time in a line graph


Pie Diagram


A pie chart is a circular representation of a statistical visual that is divided into slices to display all of the relevant data in numerical proportions. In a pie chart, the arc length of each slice (and consequently its center angle and area) is equal to the quantity it represents.


Other visualizations can benefit from the use of pie charts. A pie chart by itself does not allow the reader to quickly and accurately compare data. Because the reader must create context on their own, key points from your data are lost. Instead of making a pie chart the focal point of your dashboard, use it to explore other views. Consider the following list of websites to visit in various ways.






A histogram is a common graphing tool. It’s utilized to summarize discrete or continuous data that’s measured on an interval scale. A histogram is a graphical depiction of data points divided into user-defined ranges. The histogram, which resembles a bar graph, condenses a data series into an easily accessible visual by grouping several data points into logical ranges or bins. It is widely used to depict the key characteristics of a data distribution in a user-friendly fashion. Some statistical charts appear to be the same, but actually have different visuals. Consider the difference between histograms and bar graphs.




Plot Scatter


Different colors of dots are used to indicate values for two different numeric variables in a Scatter plot. The positions of each dot on the horizontal and vertical axes represent the values for each data point. Scatter plots are used to show how several variables are related to one another.


Scatter plots are useful for studying the relationship between two or more variables to see if one is a good predictor of the other or if they fluctuate independently. A scatter plot depicts a large number of different data points on a single chart. After that, you can add analytics to the graphic, such as cluster analysis or trend lines.




Graphs of Exponentials


Exponential graphs are the study of exponential functions utilizing a table of values and sketching all the dots on graph paper. It’s important to note that exponential functions are the inverses of logarithmic functions. The graph of exponential charts can be a rising or lowering shape of a curve, depending on the function.



Graphs of Exponentials


The word “exponential growth” describes a process in which quantity increases exponentially over time.


Graphs of Trigonometry


The sine, cosine, tangent, cotangent, cosec, and sec functions are among the six trigonometric functions shown here. Refer to trigonometry graphs to learn more about each function’s graphs, as well as their maximum and lowest values and solved examples. The graphical representation functions are simply described here with the help of the related graph. To construct the trigonometry charts, students must know the period, phase, amplitude, maximum, and lowest turning points. These graphs are used in many disciplines of engineering and study.




Graph of trigonometry for all waves


Graphs with Logarithms


Exponential functions are the inverse of logarithmic functions, and the graphing methods are similar. To make a logarithmic graph, make a table of values first, then plot the dots on graph paper. The graph of any log function will be the inverse of the graph of an exponential function. The inverse of the Expomemtial function, y = b x, is the logarithmic function y = log b x.




Graphs with Logarithms


What makes graphs or charts easier to comprehend?


Visual representations in the form of charts or visuals assist us in rapidly and easily comprehending material. When someone has to exhibit an effective chart or graph, particularly in statistics, a report, or a presentation, it becomes extremely evident to everyone, and it also makes it easier to understand all the basic information when evaluating sales numbers or focusing on a trend.


However, you must choose which type of chart or graph you should use. When you select the chart option in your spreadsheet program, you’ll be presented with a variety of designs to help you represent all of the desired data to everyone. They all appear to be attractive, but which one will best suit you or your data and viewers? You must study all of the data and consider which charts will provide you with a better presentation of your job.




I hope you learned some useful information regarding statistics and other sorts of charts. Keep an eye on Statanalytica for more statistics articles and to have a deeper understanding of the concepts. Statanalyica offers assistance with a range of programming languages as well as a variety of assignment services, including Statistics homework help and R programming assignment aid.


What are the three most popular sorts of statistics charts used for?


Numbers that are unconnected to one another are displayed in bar graphs.


Pie charts show how a whole is split down into portions.


Line graphs show how numbers have changed throughout time.