Tarakeshwaran commited on
Commit
30e11cb
·
verified ·
1 Parent(s): bc56542

Update README.md

Browse files

added the dataset description

Files changed (1) hide show
  1. README.md +33 -0
README.md CHANGED
@@ -25,3 +25,36 @@ configs:
25
  - split: train
26
  path: data/train-*
27
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
25
  - split: train
26
  path: data/train-*
27
  ---
28
+
29
+ # Weather Forecast Dataset
30
+
31
+ ## Description
32
+ This dataset contains weather-related data collected for forecasting purposes. It includes various meteorological parameters that can be used for **climate analysis, weather prediction models,** and **machine learning applications** in forecasting.
33
+
34
+ ## Dataset Details
35
+
36
+ ### **Columns:**
37
+ - **Temperature**: Measured in degrees Celsius.
38
+ - **Humidity**: Percentage of atmospheric humidity.
39
+ - **Wind_Speed**: Speed of wind in meters per second.
40
+ - **Cloud_Cover**: Percentage of sky covered by clouds.
41
+ - **Pressure**: Atmospheric pressure in **hPa (hectopascal)**.
42
+ - **Rain**: Categorical label indicating whether it **rained (rain) or not (no rain)**.
43
+
44
+ ### **Notes:**
45
+ - The dataset contains **2,500 entries**.
46
+ - The **Rain** column is categorical, making it useful for **classification models**.
47
+ - This dataset can be used for **time-series analysis** and **supervised learning tasks**.
48
+
49
+ ## Use Cases
50
+ - **Predicting rainfall** using meteorological data.
51
+ - **Weather forecasting** using machine learning models.
52
+ - **Studying correlations** between **temperature, humidity, and pressure**.
53
+
54
+ ## How to Use
55
+ You can load the dataset using the `datasets` library:
56
+ ```python
57
+ from datasets import load_dataset
58
+
59
+ dataset = load_dataset("Tarakeshwaran/Hackathon_Weather_Forcast")
60
+ print(dataset)