Added channel metrics.

This commit is contained in:
Mike Cao 2025-02-06 20:39:33 -08:00
parent f4774ddc25
commit d81a7fec99
2 changed files with 147 additions and 28 deletions

View file

@ -1,4 +1,5 @@
import { z } from 'zod';
import thenby from 'thenby';
import { canViewWebsite } from '@/lib/auth';
import { SESSION_COLUMNS, EVENT_COLUMNS, FILTER_COLUMNS, OPERATORS } from '@/lib/constants';
import { getRequestFilters, getRequestDateRange, parseRequest } from '@/lib/request';
@ -81,8 +82,133 @@ export async function GET(
if (type === 'channel') {
const data = await getChannelMetrics(websiteId, filters);
return json(data);
const channels = getChannels(data);
return json(
Object.keys(channels)
.map(key => ({ x: key, y: channels[key] }))
.sort(thenby.firstBy('y', -1)),
);
}
return badRequest();
}
const SOCIAL_DOMAINS = [
'facebook.com',
'fb.com',
'instagram.com',
'ig.com',
'twitter.com',
't.co',
'x.com',
'linkedin.',
'tiktok.',
'reddit.',
'threads.net',
'bsky.app',
'news.ycombinator.com',
];
const SEARCH_DOMAINS = [
'google.',
'bing.com',
'msn.com',
'duckduckgo.com',
'search.brave.com',
'yandex.',
'baidu.com',
'ecosia.org',
'chatgpt.com',
'perplexity.ai',
];
const SHOPPING_DOMAINS = [
'amazon.',
'ebay.com',
'walmart.com',
'alibab.com',
'aliexpress.com',
'etsy.com',
'bestbuy.com',
'target.com',
'newegg.com',
];
const EMAIL_DOMAINS = ['gmail.', 'mail.yahoo.', 'outlook.', 'hotmail.', 'protonmail.', 'proton.me'];
const VIDEO_DOMAINS = ['youtube.', 'twitch.'];
const PAID_AD_PARAMS = [
'utm_source=google',
'gclid=',
'fbclid=',
'msclkid=',
'dclid=',
'twclid=',
'li_fat_id=',
'epik=',
'ttclid=',
'scid=',
];
function getChannels(data: { domain: string; query: string; visitors: number }[]) {
const channels = {
direct: 0,
referral: 0,
affiliate: 0,
sms: 0,
organic_search: 0,
organic_social: 0,
organic_email: 0,
organic_shopping: 0,
organic_video: 0,
paid_ads: 0,
paid_search: 0,
paid_social: 0,
paid_shopping: 0,
paid_video: 0,
};
const match = (value: string) => {
return (str: string | RegExp) => {
return typeof str === 'string' ? value.includes(str) : (str as RegExp).test(value);
};
};
for (const { domain, query, visitors } of data) {
if (!domain && !query) {
channels.direct += visitors;
}
const prefix = /utm_medium=(.*cp.*|ppc|retargeting|paid.*)/.test(query) ? 'paid' : 'organic';
if (SEARCH_DOMAINS.some(match(domain)) || /utm_medium=organic/.test(query)) {
channels[`${prefix}_search`] += visitors;
} else if (
SOCIAL_DOMAINS.some(match(domain)) ||
/utm_medium=(social|social-network|social-media|sm|social network|social media)/.test(query)
) {
channels[`${prefix}_social`] += visitors;
} else if (EMAIL_DOMAINS.some(match(domain)) || /utm_medium=(.*e[-_ ]?mail.*)/.test(query)) {
channels.organic_email += visitors;
} else if (
SHOPPING_DOMAINS.some(match(domain)) ||
/utm_campaign=(.*(([^a-df-z]|^)shop|shopping).*)/.test(query)
) {
channels[`${prefix}_shopping`] += visitors;
} else if (VIDEO_DOMAINS.some(match(domain)) || /utm_medium=(.*video.*)/.test(query)) {
channels[`${prefix}_video`] += visitors;
} else if (PAID_AD_PARAMS.some(match(query))) {
channels.paid_ads += visitors;
} else if (/utm_medium=(referral|app|link)/.test(query)) {
channels.referral += visitors;
} else if (/utm_medium=affiliate/.test(query)) {
channels.affiliate += visitors;
} else if (/utm_(source|medium)=sms/.test(query)) {
channels.sms += visitors;
}
}
return channels;
}

View file

@ -17,23 +17,15 @@ async function relationalQuery(websiteId: string, filters: QueryFilters) {
return rawQuery(
`
select
website_event.session_id as "sessionId",
website_event.event_name as "eventName",
website_event.created_at as "createdAt",
session.browser,
session.os,
session.device,
session.country,
website_event.url_path as "urlPath",
website_event.referrer_domain as "referrerDomain"
referrer_domain as domain,
referrer_query as query,
count(*) as visitors
from website_event
inner join session
on session.session_id = website_event.session_id
where website_event.website_id = {{websiteId::uuid}}
${filterQuery}
${dateQuery}
order by website_event.created_at desc
limit 100
where website_id = {websiteId:UUID}
${filterQuery}
${dateQuery}
group by 1, 2
order by visitors desc
`,
params,
);
@ -47,20 +39,21 @@ async function clickhouseQuery(
const { params, filterQuery, dateQuery } = await parseFilters(websiteId, filters);
const sql = `
select
referrer_domain as x,
count(*) as y
from website_event
where website_id = {websiteId:UUID}
${filterQuery}
${dateQuery}
group by 1
order by y desc
`;
select
referrer_domain as domain,
referrer_query as query,
uniq(session_id) as visitors
from website_event
where website_id = {websiteId:UUID}
${filterQuery}
${dateQuery}
group by 1, 2
order by visitors desc
`;
return rawQuery(sql, params).then(a => {
return Object.values(a).map(a => {
return { x: a.x, y: Number(a.y) };
return { ...a, visitors: Number(a.visitors) };
});
});
}