├── .gitignore ├── 1_Basics ├── 01_Getting_Started.ipynb ├── 02.1_Python_Terms.ipynb ├── 02_Variables.ipynb ├── 03_Data_Types.ipynb ├── 04_Strings.ipynb ├── 05_String_Formatting.ipynb ├── 06_Operators_Part_1.ipynb ├── 07_Conditional_Statements.ipynb ├── 08_Lists.ipynb ├── 09_Dictionaries.ipynb ├── 10_Sets.ipynb ├── 11_Tuples.ipynb ├── 12_Operators_Part_2.ipynb ├── 13_Loops.ipynb ├── 14_List_Comprehensions.ipynb ├── 15_Exercise_Basics.ipynb ├── 16_Functions.ipynb ├── 17_Lambda.ipynb ├── 18_Modules.ipynb ├── 19_Exercise_Python_Library.ipynb ├── 20_Library.ipynb ├── 21_Classes.ipynb ├── 22_NumPy.ipynb ├── 23_Pandas_Intro.ipynb ├── 24_Pandas_Inspection.ipynb ├── 25_Pandas_Cleaning.ipynb ├── 26_Pandas_Analysis.ipynb ├── 27_Exercise_Pandas_Basics.ipynb ├── 28_Matplotlib_Intro.ipynb ├── 29_Matplotlib_Plotting.ipynb ├── 30_Matplotlib_Labeling.ipynb ├── 31_Matplotlib_Pandas_Plotting.ipynb ├── 32_Exercise_Matplotlib_Basics.ipynb └── Extra │ ├── Exercise_Functions_and_Modules.ipynb │ ├── Pandas_Extract_from_Datetime.ipynb │ └── Python_Style_Guide.ipynb ├── 2_Advanced ├── 01_Pandas_Accessing_Data.ipynb ├── 02_Pandas_Data_Cleaning.ipynb ├── 03_Pandas_Data_Management.ipynb ├── 04_Pandas_Pivot_Tables.ipynb ├── 05_Pandas_Index_Management.ipynb ├── 06_Exercise_Job_Demand.ipynb ├── 07_Pandas_Merge_DataFrames.ipynb ├── 08_Pandas_Concat_DataFrames.ipynb ├── 09_Pandas_Exporting_Data.ipynb ├── 10_Pandas_Applying_Functions.ipynb ├── 11_Pandas_Explode.ipynb ├── 12_Exercise_Trending_Skills.ipynb ├── 13_Matplotlib_Format_Charts.ipynb ├── 14_Matplotlib_Pie_Plots.ipynb ├── 15_Matplotlib_Scatter_Plots.ipynb ├── 16_Matplotlib_Advanced_Customization.ipynb ├── 17_Matplotlib_Histograms.ipynb ├── 18_Matplotlib_Box_Plots.ipynb ├── 19_Exercise_Skill_Pay_Analysis.ipynb ├── 20_Seaborn_Intro.ipynb └── images │ ├── iloc_visual_1.png │ └── iloc_visual_2_a.png ├── 3_Project ├── 1_EDA_Intro.ipynb ├── 2_Skill_Demand.ipynb ├── 3_Skills_Trend.ipynb ├── 4_Salary_Analysis.ipynb ├── 5_Optimal_Skills.ipynb ├── README.md └── images │ ├── Highest_Paid_and_Most_In_Demand_Skills_for_Data_Analysts_in_the_US.png │ ├── Likelihood_of_Skills_Requested_in_US_Job_Postings.png │ ├── Most_Optimal_Skills_for_Data_Analysts_in_the_US.png │ ├── Most_Optimal_Skills_for_Data_Analysts_in_the_US_with_Coloring_by_Technology.png │ ├── Python_Data_Analytics_YT.png │ ├── Salary_Distributions_of_Data_Jobs_in_the_US.png │ └── Trending_Top_Skills_for_Data_Analysts_in_the_US.png ├── 4_Problems ├── 1_02.1_Python Terms.ipynb ├── 1_02_Variables.ipynb ├── 1_03_Data Types.ipynb ├── 1_04_Strings.ipynb ├── 1_05_String Formatting.ipynb ├── 1_06_Operators Part 1.ipynb ├── 1_07_Conditional Statements.ipynb ├── 1_08_Lists.ipynb ├── 1_09_Dictionaries.ipynb ├── 1_10_Sets.ipynb ├── 1_11_Tuples.ipynb ├── 1_12_Operators Part 2.ipynb ├── 1_13_Loops.ipynb ├── 1_14_List Comprehensions.ipynb ├── 1_16_Functions.ipynb ├── 1_17_Lambda.ipynb ├── 1_18_Modules.ipynb ├── 1_20_Library.ipynb ├── 1_21_Classes.ipynb ├── 1_22_NumPy.ipynb ├── 1_23_Pandas Intro.ipynb ├── 1_24_Pandas Inspection.ipynb ├── 1_25_Pandas Cleaning.ipynb ├── 1_26_Pandas Analysis.ipynb ├── 1_28_Matplotlib Intro.ipynb ├── 1_29_Matplotlib Plotting.ipynb ├── 1_30_Matplotlib Labeling.ipynb ├── 1_31_Matplotlib Pandas Plotting.ipynb ├── 2_01_Pandas Accessing Data.ipynb ├── 2_02_Pandas Data Cleaning.ipynb ├── 2_03_Pandas Data Management.ipynb ├── 2_04_Pandas Pivot Tables.ipynb ├── 2_05_Pandas Index Management.ipynb ├── 2_07_Pandas Merge DataFrames.ipynb ├── 2_08_Pandas Concat DataFrames.ipynb ├── 2_09_Pandas Exporting Data.ipynb ├── 2_10_Pandas Applying Functions.ipynb ├── 2_11_Pandas Explode.ipynb ├── 2_13_Matplotlib Format Charts.ipynb ├── 2_14_Matplotlib Pie Plots.ipynb ├── 2_15_Matplotlib Scatter Plots.ipynb ├── 2_16_Matplotlib Advanced Customization.ipynb ├── 2_17_Matplotlib Histograms.ipynb ├── 2_18_Matplotlib Box Plots.ipynb ├── 2_20_Seaborn Intro.ipynb └── Blank Python Notebook.ipynb └── README.md /.gitignore: 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