Facebook Marketing API Ads Insights to CSV in Python

问题描述

如何将 Facebook Marketing API 广告洞察的响应导出为 CSV。

下面是我的代码和它的响应。

from facebook_business.api import FacebookAdsApi
from facebook_business.adobjects.adaccount import AdAccount

app_id = 'xxxxxxxxxxxxx'
app_secret = 'xxxxxxxxxxxxx'
access_token = 'xxxxxxxxx'
FacebookAdsApi.init(app_id,app_secret,access_token)

params = {'time_range': {'since': '2020-01-01','until': '2020-12-25'},'time_increment':1,'level': 'adset','sort': ['spend_descending'],'export_format':'csv'}
fields = ['account_name','campaign_name','campaign_id','adset_name','adset_id','impressions','clicks','cpm','spend','ctr']

insights = AdAccount('act_332828570147114').get_insights(params=params,fields=fields)
print(insights)

回复是

[<AdsInsights> {
    "account_name": "xxx","adset_id": "xxx","adset_name": "xxx","campaign_id": "xxx","campaign_name": "xxx","clicks": "xxx","cpm": "xxx","ctr": "xxx","date_start": "xxx","date_stop": "xxx","impressions": "xxx","spend": "xxx"
},<AdsInsights> {
    "account_name": "xxx","spend": "xxx"
}]

我们如何将此响应导出为 CSV 格式？任何建议将不胜感激。

解决方法

from facebook_business.api import FacebookAdsApi
from facebook_business.adobjects.adaccount import AdAccount

app_id = 'xxxxxxxxxxxxx'
app_secret = 'xxxxxxxxxxxxx'
access_token = 'xxxxxxxxx'
FacebookAdsApi.init(app_id,app_secret,access_token)

params = {'time_range': {'since': '2020-01-01','until': '2020-12-25'},'time_increment':1,'level': 'adset','sort': ['spend_descending'],'export_format':'csv'}
fields = ['account_name','campaign_name','campaign_id','adset_name','adset_id','impressions','clicks','cpm','spend','ctr']

insights = list(AdAccount('act_332828570147114').get_insights(params=params,fields=fields))
import pandas as pd

df=pd.DataFrame(columns=fields)
for field in fields:
    df["{}".format(field)]=[x['{}'.format(field)] for x in insights]

df.to_csv("insights.csv",index=False)

与作为字典的 adinsights 对象交互并将它们添加到数据框，然后保存为 csv！