Project Dashboard
Climate ML Lab · Abeokuta, Ogun State · Historical analysis & model insights
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Today · Abeokuta
29.6°C
2026-03-07
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High
34.8°C
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Low
26.2°C
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Rain
0.0mm
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Humidity
75.0%
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Wind
8.6m/s
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Data Summary Statistics
| Metric | Temp (°C) | Humidity (%) | Wind (m/s) | Rain (mm) | Pressure (hPa) |
|---|---|---|---|---|---|
| mean | 26.96 | 78.59 | 7.38 | 2.86 | 10.00 |
| std | 1.76 | 12.14 | 1.69 | 5.13 | 0.02 |
| min | 23.17 | 16.58 | 2.75 | 0.00 | 9.96 |
| max | 31.54 | 96.83 | 14.79 | 108.90 | 10.06 |
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Model Performance Comparison
Mean Absolute Error (MAE)
Lower is better
Root Mean Squared Error (RMSE)
Lower is better
R² Score
Higher is better
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Best Model Details
Lasso
MAE
0.4723
RMSE
0.5933
R² Score
0.9064
Model Accuracy (R²)
90.6%
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Precipitation Days Distribution
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Historical Trends (Last 30 Days)
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Key Data Insights
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Avg temperature ~26.9°C — warm and consistent year-round.
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Avg humidity ~78.6% with noticeable wet/dry seasonal cycles.
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Mild average wind speed of ~7.4 m/s across all months.
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Daily precipitation averages ~2.9 mm with heavy outlier events.
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Strong day-to-day autocorrelation supports short-term forecasting.
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Feature Correlation Heatmap
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Monthly Averages
Monthly Avg Temperature (°C)
Monthly Avg Humidity (%)
Monthly Avg Wind Speed (m/s)
Monthly Avg Precipitation (mm)
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Data Quality Overview
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0.00%
humidity_pct
0.00%
wind_speed_mps
0.00%
precipitation_mm
0.00%
surface_pressure_hpa
0.00%
temperature_c_lag1
0.00%
humidity_pct_lag1
0.00%
wind_speed_mps_lag1
0.00%
precipitation_mm_lag1
0.00%
surface_pressure_hpa_lag1
0.00%
month
0.00%
day
0.00%
weekday
0.00%
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