基于数据中台系统的崇左市智慧城市建设方案

# 导入必要的库

import pandas as pd

from data_platform import DataPlatform

# 初始化数据中台实例

dp = DataPlatform()

# 加载崇左市的基础数据

data_path = "https://example.com/datasets/chongzuo_base_data.csv"

df_chongzuo = pd.read_csv(data_path)

# 数据清洗与预处理

def preprocess_data(df):

df['date'] = pd.to_datetime(df['date'])

统一通信平台

df['population'] = df['population'].astype(float)

return df

df_cleaned = preprocess_data(df_chongzuo)

# 数据分析示例：人口增长趋势

population_growth = df_cleaned.groupby('year')['population'].sum()

print(population_growth)

# 数据中台存储与共享

dp.upload_data("chongzuo_population_growth", population_growth)