world-ecoregion/biomes/details.py
2019-06-05 13:15:19 +04:30

12 lines
422 B
Python

import pandas as pd
from utils import normalize_ndarray
df = pd.read_pickle('data.p')
print('Columns', df.columns);
print(df[df.columns[0:8]])
columns = ['longitude', 'latitude', 'biome_num', 'elevation', 'distance_to_water', 'temp_winter_1900', 'precip_winter_1900', 'temp_spring_1900', 'precip_spring_1900']
normalized = normalize_ndarray(df[columns].to_numpy())
print(pd.DataFrame(columns=columns, data=normalized))