what is a frequency distribution 
a frequency distribution is a representation either in a graphical or tabular format that displays the number of observations within a given interval the frequency is how often a value occurs in an interval while the distribution is the pattern of frequency of the variable the interval size depends on the data being analyzed and the goals of the analyst the intervals must be mutually exclusive and exhaustive frequency distributions are typically used within a statistical context generally frequency distributions can be associated with the charting of a normal distribution understanding a frequency distributionas a statistical tool a frequency distribution provides a visual representation of the distribution of observations within a particular test analysts often use a frequency distribution to visualize or illustrate the data collected in a sample for example the height of children can be split into several different categories or ranges in measuring the height of 50 children some are tall and some are short but there is a high probability of a higher frequency or concentration in the middle range the most important factors for gathering data are that the intervals used must not overlap and must contain all of the possible observations to calculate frequency distribution visual representation of a frequency distributionboth histograms and bar charts provide a visual display using columns with the y axis representing the frequency count and the x axis representing the variable to be measured in the height of children for example the y axis is the number of children and the x axis is the height the columns represent the number of children observed with heights measured in each interval in general a histogram chart will typically show a normal distribution which means that the majority of occurrences will fall in the middle columns frequency distributions can be a key aspect of charting normal distributions that show observation probabilities divided among standard deviations frequency distributions can be presented as a frequency table a histogram or a bar chart below is an example of a frequency distribution as a table frequency distribution in tradingfrequency distributions are not commonly used in the world of investments however traders who follow richard d wyckoff a pioneering early 20th century trader use an approach to trading that involves frequency distribution investment houses still use the approach which requires considerable practice to teach traders the frequency chart is referred to as a point and figure chart and was created out of a need for floor traders to take note of price action and to identify trends 2the y axis is the variable measured and the x axis is the frequency count each change in price action is denoted in xs and os traders interpret it as an uptrend when three xs emerge in this case demand has overcome supply in the reverse situation when the chart shows three os it indicates that supply has overcome demand 2