北京 PM2.5 空气质量包(Beijing PM2.5)
真实开源数据集封装(SKU-44):UCI Beijing PM2.5 Data。气象特征 + pm25;CC BY 4.0,免费开源。
提供商: 平台自营
交付形态:文件包
适用场景
1 / 5场景说明
本数据包「北京 PM2.5 空气质量包(Beijing PM2.5)」适用于以下场景:
1
空气质量指标回归或污染等级相关建模(目标列:pm25)
2
气象特征与污染物浓度关系的回归分析
3
城市环境治理相关的公开数据基线
4
缺失值与异常浓度处理的时序/表格教学
不适用于:替代正式政务统计报送,或未脱敏的敏感公共数据场景。
使用指南
2 / 5通过统一 API 拉取数据(全站接口相同,仅替换 slug)。
-
1
获取凭证
登录 → 购买 → 在 申请 API Key 签发密钥(仅显示一次)
-
2
发起请求
GET /api/v1/data/government-beijing-pm25/rows?page=1&size=10,Header:X-API-Key -
3
解析响应
从 JSON 的
rows取数据,用total翻页 -
4
处理错误
401密钥无效 ·403未购买/无权 ·400参数错误 ·429过频 ·502上游失败
数据集说明
3 / 5SKU-44 北京 PM2.5 空气质量包(Beijing PM2.5)
- 源:Beijing PM2.5 Data (UCI)
- 行业:政务/公共数据
- 标签列:
pm25 - 场景:air_quality
- 许可:CC BY 4.0(可商用分发,须署名)
字段 Schema
4 / 5{
"fields": [
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "No",
"nullable": false,
"nunique": 43824
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "year",
"nullable": false,
"nunique": 5
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "month",
"nullable": false,
"nunique": 12
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "day",
"nullable": false,
"nunique": 31
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "hour",
"nullable": false,
"nunique": 24
},
{
"dtype": "float64",
"is_label": true,
"kind": "numeric",
"name": "pm25",
"nullable": true,
"nunique": 581
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "DEWP",
"nullable": false,
"nunique": 69
},
{
"dtype": "float64",
"is_label": false,
"kind": "numeric",
"name": "TEMP",
"nullable": false,
"nunique": 64
},
{
"dtype": "float64",
"is_label": false,
"kind": "numeric",
"name": "PRES",
"nullable": false,
"nunique": 60
},
{
"dtype": "str",
"is_label": false,
"kind": "numeric",
"name": "cbwd",
"nullable": false,
"nunique": 4
},
{
"dtype": "float64",
"is_label": false,
"kind": "numeric",
"name": "Iws",
"nullable": false,
"nunique": 2788
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "Is",
"nullable": false,
"nunique": 28
},
{
"dtype": "int64",
"is_label": false,
"kind": "numeric",
"name": "Ir",
"nullable": false,
"nunique": 37
}
],
"format": "csv",
"label_column": "pm25",
"license_hint": "CC BY 4.0",
"source_name": "Beijing PM2.5 Data (UCI)",
"source_url": "https://archive.ics.uci.edu/dataset/381/beijing+pm2+5+data"
}
调用示例
5 / 5路径中的 slug 换成已购商品标识即可。完整说明见 API 文档。
curl -H "X-API-Key: ds_你的密钥" \ "https://www.dataocean.zhixxing.cn/api/v1/data/government-beijing-pm25/rows?page=1&size=10"
import requests
r = requests.get(
"https://www.dataocean.zhixxing.cn/api/v1/data/government-beijing-pm25/rows",
headers={"X-API-Key": "ds_你的密钥"},
params={"page": 1, "size": 10},
timeout=30,
)
r.raise_for_status()
print(r.json())
const apiKey = "ds_你的密钥";
const url = new URL("https://www.dataocean.zhixxing.cn/api/v1/data/government-beijing-pm25/rows");
url.searchParams.set("page", "1");
url.searchParams.set("size", "10");
const resp = await fetch(url, {
headers: { "X-API-Key": apiKey },
});
if (!resp.ok) throw new Error(`HTTP ${resp.status}`);
const payload = await resp.json();
console.log(payload);
import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
var client = HttpClient.newHttpClient();
var request = HttpRequest.newBuilder()
.uri(URI.create("https://www.dataocean.zhixxing.cn/api/v1/data/government-beijing-pm25/rows?page=1&size=10"))
.header("X-API-Key", "ds_你的密钥")
.GET()
.build();
var response = client.send(request, HttpResponse.BodyHandlers.ofString());
System.out.println(response.statusCode());
System.out.println(response.body());
package main
import (
"fmt"
"io"
"net/http"
)
func main() {
req, _ := http.NewRequest("GET",
"https://www.dataocean.zhixxing.cn/api/v1/data/government-beijing-pm25/rows?page=1&size=10", nil)
req.Header.Set("X-API-Key", "ds_你的密钥")
resp, err := http.DefaultClient.Do(req)
if err != nil {
panic(err)
}
defer resp.Body.Close()
body, _ := io.ReadAll(resp.Body)
fmt.Println(resp.StatusCode, string(body))
}
using System.Net.Http;
var client = new HttpClient();
client.DefaultRequestHeaders.Add("X-API-Key", "ds_你的密钥");
var json = await client.GetStringAsync("https://www.dataocean.zhixxing.cn/api/v1/data/government-beijing-pm25/rows?page=1&size=10");
Console.WriteLine(json);
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