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PoE Kalandra League Daily Market Snapshot
Data Science and Analytics
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About
This resource focuses on the vibrant in-game economy of Path of Exile, a free-to-play action role-playing video game. It specifically captures the market dynamics and values of various currencies within the Kalandra challenge league. The primary goal of this data is to enable the prediction of currency values within the game environment. Valuations are expressed relative to the Chaos Orb, which serves as a common reference currency. The collection offers daily snapshots, accompanied by a metric indicating the confidence level of each assigned value.
Columns
- League: Specifies the particular league from which the economic data originates. Kalandra is noted as the current league covered.
- Date: Records the date the currency valuation snapshot was taken.
- Get: Identifies the type of currency that would be received in a given trade transaction.
- Pay: Identifies the type of currency required for payment in the trade transaction.
- Value: Quantifies the value of the 'Get' currency when expressed in terms of the 'Pay' currency.
- Confidence: Measures the certainty of the assigned valuation. Instances of higher price fluctuation generally result in lower confidence scores.
- Patch: Indicates the specific game patch version relevant to the economy data.
- Hardcore: A flag determining whether the data was gathered from the hardcore version of the league.
- Standard: A flag determining whether the data was gathered from the standard version of the league.
Distribution
The data is structured as snapshots of currency values taken on a daily basis. The total collection is split into four separate files, corresponding to the combinations of league versions (standard/challenge and hardcore/softcore). The example dataset provided contains approximately 24,600 records and features 9 columns of data. Updates to this resource are expected to occur quarterly.
Usage
This data is ideal for time series analysis and modelling the fluctuations of virtual economies. Specific applications include:
- Developing predictive models for in-game currency valuation.
- Analysing how game patches impact market stability and confidence levels.
- Studying exchange rate dynamics between various digital assets.
- Supporting economic research on market efficiency in controlled virtual environments.
Coverage
The scope covers the in-game currency market of the Path of Exile Kalandra challenge league. The dataset includes data specifically differentiated by whether the economy is standard or challenge, and whether it is hardcore or softcore. The time range for the available snapshots spans from August 2022 to December 2022.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
- Data Scientists and Quantitative Analysts: To perform advanced Time Series Analysis and create algorithms for price prediction.
- Game Developers and Economists: To gain insights into player behaviour, market health, and the impact of design changes on a live virtual economy.
- Path of Exile Enthusiasts and Traders: To inform trading strategies and maximise in-game wealth accumulation by predicting favourable exchange rates.
Dataset Name Suggestions
- Path of Exile Kalandra League Currency Exchange Rates
- Virtual Economy: Path of Exile Currency Valuation
- PoE Kalandra League Daily Market Snapshot
- In-Game Currency Value Prediction Data
Attributes
Original Data Source: PoE Kalandra League Daily Market Snapshot
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