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Data Visualization Using Microsoft Excel
Dr. Jia Uddin
AI and Big Data Department
Endicott College, Woosong University
Daejeon, South Korea
Email: jia.Uddin@wsu.ac.kr
https://sites.google.com/view/drjiauddin/home?authuser=2
Common general types of data visualization
Charts (Bar, Line, Pie, Scatter)
Tables
Graphs
Maps
Infographics
Dashboards
Common general types of data visualization
Charts
• Bar Chart
Common general types of data visualization
Charts
• 2D line Chart
Charts
• Pie Chart
Charts
• Scatter
(Bubble) Chart
Common general types of data visualization
Charts (Bar, Line, Pie, Scatter)
Tables
Graphs
Maps
Infographics
Dashboards
Tables
Tables vs Chart
Table Chart
Table vs Frequency
Normal distribution
Positive skew distribution
Negative skew distribution
Positive skewed distribution
skewed distributions
Measure skewness
Measure kurtosis
• How spread the dataset
• +ve kurtosis means too many data in the tails and not enough in
center
• -ve kurtosis means too few data are in the tails
Positive kurtosis indicates a relatively peaked distribution.
Negative kurtosis indicates a relatively flat distribution.
Measure kurtosis
Measure kurtosis
Correlations
Correlations
Correlations
Correlations
Close to 1 is strongly correlated
Close to 0 is no relation
Correlations
Correlations
Correlations
Regression
Regression
Regressions
Regressions
R-squared measures the strength of the relationship between your model and
the dependent variable on a convenient 0 – 100% scale
Time Series Plot
Time Series Plot
• Pivot Chart
Quartile and Interquartile Range
Interquartile Range
Constructing Histograms and Bar Graphs from
Raw Data
1
2
3
Box-plot
• another way of representing a data set graphically
• It is constructed using the quartiles, and gives a good indication of the
spread of the data set and its symmetry
• It is a very useful method for comparing two or more data sets
• The box-plot consists of a scale, a box drawn between the first and
third quartile, the median placed within the box, whiskers on both
sides of the box and outliers (if any)
Make Box and Whisker Plots
https://www.youtube.com/watch?v=mhaGAaL6Abw
Constructing a Box-plot
Now we calculate the median, the first quartile and the third
quartile.
For these data, median = 54, the first quartile = 50.5 and the
third quartile = 58.
With this information we can begin to construct the box-plot.
 The marks from all years are left-skewed, but those from 1996
and 1997 quite markedly so.
 1996 had the highest median score but the least spread. The
marks from 1998 vary more than those in 1996 and 1997.
 In all years, over 75% of students passed the course.
Comparing Data Sets Using Box and Whisker Plots
https://www.youtube.com/watch?v=U0NZu6f5TMI
https://www.youtube.com/watch?v=e79pyv5mfek
Measures of Central Tendency
Measures of Dispersion
Standard Deviation and Variance
Histogram
Data visualization using Infographic
https://www.worldometers.info/coronavirus/#countries
Dashboard
Data Visualization using Map

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Lect_2_ Data visualization using Microsoft Excel[64].pptx

Editor's Notes

  1. https://www.youtube.com/watch?v=zjK7PWmRRyg&feature=emb_rel_pause
  2. https://www.tableau.com/learn/articles/data-visualization
  3. https://www.tableau.com/learn/articles/data-visualization
  4. https://www.tableau.com/learn/articles/data-visualization
  5. https://www.tableau.com/learn/articles/data-visualization
  6. https://www.youtube.com/watch?v=XSSRrVMOqlQ Min: 0.56, central value at middle of the curve in normal distribution Gaussian Distribution: Mean 0, Variance 1, Standard Deviation 1
  7. https://www.youtube.com/watch?v=XSSRrVMOqlQ Min: 0.56, central value at middle of the curve in normal distribution
  8. https://www.youtube.com/watch?v=XSSRrVMOqlQ Min: 0.56, central value at middle of the curve in normal distribution
  9. https://www.youtube.com/watch?v=XSSRrVMOqlQ Min: 0.56, central value at middle of the curve in normal distribution
  10. https://www.youtube.com/watch?v=XSSRrVMOqlQ Min: 0.56, central value at middle of the curve in normal distribution
  11. https://www.youtube.com/watch?v=XSSRrVMOqlQ Min: 0.56, central value at middle of the curve in normal distribution
  12. https://www.youtube.com/watch?v=4n6nGlISUrw
  13. https://www.youtube.com/watch?v=4n6nGlISUrw
  14. https://www.youtube.com/watch?v=4n6nGlISUrw
  15. https://www.youtube.com/watch?v=neRvGRirpLk
  16. https://www.youtube.com/watch?v=xTpHD5WLuoA 1.48
  17. https://www.youtube.com/watch?v=xTpHD5WLuoA
  18. https://www.youtube.com/watch?v=xTpHD5WLuoA