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EDA- Hotel Booking.pdf
1.
2.
PIE CHARTS Concise data
visualization; illustrates proportionate parts in a circular graph.
3.
BAR GRAPHS Clear data
presentation; compares different categories using rectangular bars for quick insights.
4.
LINE GRAPHS Graphical representation
of data trends over time, using points connected by lines for visual analysis.
5.
GROUPED BAR CHARTS Compare
data between multiple groups, using bars side by side for easy visual comparison
6.
BOX PLOTS Visualize data
distribution and identify outliers using quartiles, median, and whiskers in a concise graph.
7.
VIOLIN PLOTS Combines box
plot with kernel density plot; displays data distribution and density estimation graphically.
8.
KDE PLOTS Visualize data
distribution using smoothed kernel density estimation for a continuous representation of probability density.
9.
HEATMAPS Graphical representation of
data with colors; shows values on a 2D matrix for pattern analysis.
10.
PAIR PLOTS Visualize relationships
between multiple variables in a dataset using scatter plots and histograms simultaneously.
11.
GEOGRAPHICAL PLOTS Represent data
on a map, indicating spatial distribution and patterns for location-based insights.
12.
PIE CHART Developing your
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