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Statistical physics, thermodynamics and nonlinear dynamics Abstract Crises in financial markets affect humans worldwide. Detailed market data on trading decisions reflect some of the complex human behavior that has led to these crises. We suggest that massive new data sources resulting from human interaction with the Internet may offer a new perspective on the behavior of market participants in periods of large market movements.

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The bottommost vertical line represents the minimum of the sample, the bottom line of the box represents the 25th percentile, the line inside the box represents the median, the uppermost line of the box represents the 75th percentile and the topmost vertical line represents the maximum of the sample. Figure 3 shows the histogram in which the y-axis is the percentage out of the whole for a given bin.

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Statistical physics, thermodynamics and nonlinear dynamics Abstract Technical trading represents a class of investment strategies for Financial Markets based on the analysis of trends and recurrent patterns in price time series. According standard economical theories these strategies should not be used because they cannot be profitable. On the contrary, it is well-known that technical traders exist and operate on different time scales.

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