# Course curriculum

• 1

• 2

### Practice Exercises Notebook - Github

• Practice Exercises Notebooks

• 3

### Group Learning and Q/A Community

• Group Learning and Q/A Community

• Ecosia_Search_Engine

• Nafi Linux

• 4

### Principles of Analytic Graphics

• 2.1.Principle_of_Analytics_1

• 2.2.Principle_of_Analytics_2

• 2.3.Principle_of_Analytics_3

• 2.5.Principle_of_Analytics_5

• 2.4.Principle_of_Analytics_4

• 2.6.Principle_of_Analytics_6

• 2.7.Principle_of_Analytics_Takeaway

• Course Preview - Data Sciecne in Python

• 5

### Exploratory Graphs

• 3.1.Why_use_Graphs

• 3.2.Characteristics_of_Exploratory_Graphs

• 3.3.Air_Pollution_Dataset

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• 3.4.Simple_Summaries_of_Data

• 3.5.Simple_Summaries_of_Data

• 3.6.Summary_&_Boxplot

• 3.7.Explaination_of_Boxplot

• 3.8.Histogram

• 3.9.Barplot

• 3.10.Overlay_Features

• 3.11.Multiple_Boxplots

• 3.12.Scatterplot

• 3.13.Scatterplot_code

• 6

### Plotting Systems in R

• 4.1.Plotting_System_Overview

• 4.2.Base_Plotting_System_Example

• 4.3.Lattice_Plotting_System

• 4.4.Ggplot2_Plotting_System

• 4.5.Plotting_System_Summary

• آئیں میتھ سیکھیں کھیل کھیل میں

• 7

### Base Plotting System

• 5.1.Plotting_System

• 5.2.The_Process_of_Making_Plot

• 5.3.Base_Graphics

• آئیں میتھ سیکھیں کھیل کھیل میں

• 5.4.Base_Graphics_Parameters

• 5.5.Base_Graphics_Annotation

• 5.6.Base_Plot_with_Regression_Line

• 5.7.Multiple_Base_Graphs

• 5.8.Summary

• 8

### Graphs with Lattice

• 6.1.Lattice_Plot

• 6.2.Lattice_Behavior

• 6.3.Lattice_Panel_Functions

• آئیں میتھ سیکھیں کھیل کھیل میں

• 6.4.Lattice_Panel_Functions_code

• 6.5.Lattice_Panel_Example_and_Summary

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• 9

### Graphs with Ggplot2

• 7.1.Ggplot2_Overview

• 7.2.qplot_scatterplot

• 7.3.qplot_scatterplot_aesthetics

• آئیں میتھ سیکھیں کھیل کھیل میں

• 7.4.qplot_scatterplot_geometric

• 7.5.qplot_histogram_aes

• 7.6.qplot_facets_scatter_and_histogram

• Maacs R dataset

• 7.7.maacs_plot_examples

• 7.8.maacs_plot_examples_code

• 7.9.qplot_summary

• bmi_pm25 dataset

• 7.10.Components_of_ggplot2

• 7.11.ggplot2_example

• Al Nafi Online O/A Levels Academy

• 7.12.ggplot2_annotation_example

• 7.13.ggplot2_axis_limits

• 7.14.ggplot2_a_complex_example

• 7.15.ggplot2_summary

• Learn by doing it

• ggplot2 cheat sheet

• آئیں میتھ سیکھیں کھیل کھیل میں

• 10

### Why Use Histograms & Boxplots

• Using Histograms to Understand Your Data By Jim Frost

• Boxplot & its Usability

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• 11

• 8.2.Kaggle_Overview

• 12

### Type of Graphs

• 9.Chossing_the_Right_Chart_Type

• 13

### Course Conclusion

• 10.Course_Recap

• 14

### Resources

• Exploratory Data Analysis

• Code Examples + Data Files

• 15

### Solution Link Submission

• Solution Link Submission

• Nafi Linux

• 16

### Ad-on Module: Create Map graphs in R

• choroplethr - A short course on creating map graphs

• Census Data

• 17

### Congratulations! You have successfully completed this course!

• Congratulations!