My-Clash-Royale-Ladder-Battles: 1v1 Player Match Data for Win Prediction

My-Clash-Royale-Ladder-Battles is a dataset of 1v1 ladder battles from the mobile game Clash Royale. The dataset likely contains counts of card types and card levels used by the player and opponent in each battle. The author intends to update it daily and encourages its use for exploratory data analysis or training a win/loss prediction model.

Use Cases

• Predicting battle win/loss outcomes based on card type counts and levels.
• Analyzing player strategy by correlating card type usage with battle results.
• Comparing the distribution of common, rare, epic, and legendary cards used in matches.

Strengths

• Dataset is intended for daily updates, suggesting potential for time-series analysis.
• Description specifies a clear focus on 1v1 ladder matches, reducing mode variability.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

openml

Collection Method

Collected from a second Clash Royale account by the author, focusing solely on 1v1 ladder matches.

Freshness

The author states an intent to update daily, but the last update date is unknown.