Update README.md

README.md

@@ -1,50 +1,49 @@
----
-license: mit
-task_categories:
-- time-series-forecasting
-- robotics
-tags:
-- physics
-- magnetism
-- simulation
-- trajectory
-size_categories:
-- n<1K
----
-
-# Magnetic Assist Trajectories
-
-## Dataset Description
-
-This dataset contains trajectory data representing the movement of an oscillating magnet interacting with another magnet. The data captures the position of the magnet over time, recorded at a rate of 60 frames per second (FPS).
-
-### Purpose
-The purpose of this dataset is to analyze the motion dynamics of magnetic interaction, specifically in the context of an "oscillating magnet over another magnet". It can be used for:
-- Time-series analysis
-- Physics simulation validation
-- Trajectory prediction
-- Control system design for magnetic assistance devices
-
-## Dataset Structure
-
-The dataset consists of a single file `timeseries.csv` with the following columns:
-
-- **x**: The x-coordinate of the magnet's position.
-- **y**: The y-coordinate of the magnet's position.
-
-### Data Format
-- **File Format**: CSV (Comma-Separated Values)
-- **Sampling Rate**: 60 Hz (60 samples per second)
-
-## Data Collection
-
-The data was generated/recorded from a simulation or experiment involving an oscillating magnet positioned above another magnet. The interaction forces cause the specific trajectory patterns observed in the data.
-
-## Usage
-
-```python
-import pandas as pd
-
-df = pd.read_csv("timeseries.csv")
-print(df.head())
-```
+---
+license: mit
+task_categories:
+- time-series-forecasting
+tags:
+- physics
+- magnetism
+- experimental
+- trajectory
+size_categories:
+- n<1K
+---
+
+# Magnetic Assist Trajectories
+
+## Dataset Description
+
+This dataset contains trajectory data representing the movement of an oscillating magnet interacting with another magnet. The data captures the position of the magnet over time, recorded at a rate of 60 frames per second (FPS).
+
+### Purpose
+This dataset was created for IYPT 2025 competition problem N9. Magnetic Assist. The purpose of this dataset is to analyze the motion dynamics of magnetic interaction **from top view**, specifically in the context of an "oscillating magnet over another magnet". It can be used for:
+- Time-series analysis
+- Physics simulation validation
+- Trajectory prediction
+- Control system design for magnetic assistance devices
+
+## Dataset Structure
+
+The dataset consists of a single file `timeseries.csv` with the following columns:
+
+- **x**: The x-coordinate of the magnet's position.
+- **y**: The y-coordinate of the magnet's position.
+
+### Data Format
+- **File Format**: CSV (Comma-Separated Values)
+- **Sampling Rate**: 60 Hz (60 samples per second)
+
+## Data Collection
+
+The data was generated/recorded from a simulation or experiment involving an oscillating magnet positioned above another magnet. The interaction forces cause the specific trajectory patterns observed in the data.
+
+## Usage
+
+```python
+import pandas as pd
+
+df = pd.read_csv("timeseries.csv")
+print(df.head())
+```