Setup & Installation |
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Installing the Anaconda Navigator |
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00:07:00 |
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Installing Matplotlib, seaborn & cufflinks |
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00:03:00 |
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Reading data from a csv file with pandas |
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00:03:00 |
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Explaining Matplotlib libraries apart |
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00:07:00 |
Plotting Line Plots with matplotlib |
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Changing the axis scales |
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00:06:00 |
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Label Styling |
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00:04:00 |
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Adding a legend |
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00:04:00 |
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Changing colors, linestyles, linewidth and markers |
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00:09:00 |
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Adding a grid to the chart |
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00:04:00 |
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Filling only a specific area |
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00:07:00 |
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Filling area on line plots and filling only specific area |
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00:04:00 |
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Changing fill color of different areas (negative vs positive for example) |
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00:03:00 |
Plotting Histograms & Bar Charts with matplotlib |
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Changing edge color and adding shadow on the edge |
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00:04:00 |
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Adding legends, titles, location and rotating pie chart |
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00:06:00 |
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Histograms vs Bar charts (Part 1) |
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00:03:00 |
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Histograms vs Bar charts (Part 2) |
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00:02:00 |
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Changing edge colour of the histogram |
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00:03:00 |
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Changing the axis scale to log scale |
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00:07:00 |
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Adding median to histogram |
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00:04:00 |
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Advanced Histograms and Patches (Part 1) |
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00:04:00 |
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Advanced Histograms and Patches (Part 2) |
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00:05:00 |
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Overlaying bar plots on top of each other (Part 1) |
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00:04:00 |
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Overlaying bar plots on top of each other (Part 2) |
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00:01:00 |
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Creating Box and Whisker Plots |
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00:11:00 |
Plotting Stack Plots & Stem Plots |
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Plotting a basic stack plot |
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00:13:00 |
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Plotting a stem plot |
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00:05:00 |
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Plotting a stack plot od data with constant total |
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00:04:00 |
Plotting Scatter Plots with matplotlib |
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Plotting a basic scatter plot |
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00:06:00 |
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Changing the size of the dots |
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00:06:00 |
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Changing colors of markers |
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00:05:00 |
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Adding edges to dots |
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00:04:00 |
Time Series Data Visualization with matplotlib |
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Using the Python datetime module |
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00:03:00 |
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Connecting data points by line |
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00:04:00 |
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Converting string dates using the .to_datetime() pandas method |
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00:05:00 |
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Plotting live data using FuncAnimation in matplotlib |
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00:04:00 |
Creating multiple subplots |
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Setting up the number of rows and columns |
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00:04:00 |
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Plotting multiple plots in one figure |
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00:02:00 |
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Getting separate figures |
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00:03:00 |
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Saving figures to your computer |
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00:03:00 |
Plotting charts using seaborn |
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Introduction to seaborn |
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00:02:00 |
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Working on hue, style and size in seaborn |
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00:05:00 |
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Subplots using seaborn |
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00:05:00 |
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Line plots |
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00:02:00 |
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Cat plots |
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00:03:00 |
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Jointplot, pair plot and regression plot |
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00:02:00 |
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Controlling Plotted Figure Aesthetics |
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00:03:00 |
Plotly and Cufflinks |
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Installation and Setup |
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00:02:00 |
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Line, Scatter, Bar, box and area plot |
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00:07:00 |
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3D plots, spread plot and hist plot, bubble plot, and heatmap |
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00:07:00 |