Visuals

I share some figures that I’ve generated using Python. Note that this page might not work properly on your mobile device. For dynamic plots, you can

• zoom in and out;
• click the play button to see how the figure changes;
• mouse over a data point you’re interested in.
  

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1. Correlation heatmap

Click here for the Code.

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2. Earnings kink at zero: Does it still exist?

Click here for the Code.

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3. Distribution of earnings announcement dates

The Q1 distribution is more dispersed as many firms prepare 10-K and are subject to year-end audits.

Click here for the Code.

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4. How many clients for each audit firm?

Click here for the Code.

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5. Scatter plots: ROA & SALES

Click here for the Code.

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6. Yearly distribution of bankruptcies

Click here for the Code.

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