The website is a tool to present exploratory data analysis results.
Results are shown for CSU, Northridge campus.
Each tab on the header of the website corresponds to a set of
questions within the Basic Needs Survey. Some of these tabs have a
drop-down menu (denoted by a down arrow) to further organize questions
by topics.
The top of each page contains a brief paragraph which explains a
general overview of questions captured on the page.
Within the page, questions were plotted using the most appropriate
style for the questions (histogram, barplot, table, etc.). Each graph
then has a brief description below it analyzing the results of the graph
with the appropriate summary statistics (minimum, mean, max,
proportions, etc.).
Figure Interpretation
Most questions fall under one of the following types of figure
styles. Here are some notes on how to interpret them
Tables
Questions
Responses
Question 1 (n = #)
Response # (%)
Question 2 (n = #)
Response # (%)
Question 3 (n = #)
Response # (%)
Table 1.1: Table Caption
Tables were used to group together sets of
questions that typically had a Yes/No response pattern.
The left column represents the questions along with the numbers of
students who responded to the question.
The right column represents the number of students who responded a
certain way, along with the percent that responded this way (out of all
the students in total that responded).
Barplots
Figure 1.1: Figure Caption
Barplots were used to graph questions which had
nominal or ordinal responses (labeled data that’s separated into
different groups). The x-axis is the response option, and the y-axis is
the frequency in which they occurred.
The numbers above the bars represent the total respondents in the
given group, as well as the percent of the data that they comprise.
Density Plots
Figure 1.2: Figure Caption
Similar to the histogram above, the density plot
shows the distribution for a numeric variable of interest on the x-axis
and the “density” of the data on the y-axis (this is how often the value
occurs in the data).
The smooth curve helps show the distribution of the data (as a
continuous variable).
Histogram with Boxplot
Figure 1.3: Figure Caption
Above is a graph type used for plotting numeric questions, a
histogram with a boxplot and scatter points.
Histogram: the bottom part of the graph, these bars
show the occurrence (y-axis) of our variable of interest (x-axis). The
higher the bar, the more frequently the x-axis value occurs. The dotted
line represents the mean value (the average across the responses).
Boxplot: the blue box with the lines at the top,
the box itself represents the middle 50% of the data (25% to 75%). The
dark black line within the box represents the median value (where 50% of
the data falls below).
Scatter: these are the dots that overlay the
boxplot. They are used to help show the distribution of the data along
with the histogram (number of dots represents number of responses for a
given value).
Figure Caption: below each graph, a figure number
and caption are placed in order to help keep track of the current page
and the figure title.
Likert Plots
The Likert plot is a barplot visualization for a
Likert scale, which is used to measure feelings/opinions for a specific
question.
The center line (0%) divides the responses into two groups, such as
above where the left side of the chart represents often/sometimes true
and the right-hand side represents never true.
The percentages represent the proportion of the data for which the
“group” composes.
The (n=#) next to the question denotes how many students responded
to a specific question. The values can vary for each question within the
same plot.