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October 17, 2021 03:10
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Utility script for creating a Mixpanel $merge event to merge user profiles that share the same email.
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// please reference https://developer.mixpanel.com/reference/identities#identity-merge first, as this is an irreversible operation!!! | |
// also address the TODOs found before running | |
import fetch from 'node-fetch'; | |
var csv = require('node-csv').createParser(); | |
interface DuplicatePairDict { | |
[email: string]: [string, string] | |
} | |
function returnDuplicates(data: string[][]): DuplicatePairDict { | |
let flag = {}; | |
let duplicates: DuplicatePairDict = {}; | |
for (let row = 0;row < data.length;row++) { | |
// TODO: this skips the default header line––adjust this if/else if you don't have it or deleted it | |
if (row === 0) { | |
continue; | |
} else { | |
// TODO: make sure that you change the selectors here based on your .csv export 👇 | |
const email = data[row][5]; | |
const distinctId = data[row][0]; | |
if (!flag[email]) { | |
flag[email] = distinctId; | |
} else { | |
const otherId = flag[email]; | |
duplicates[email] = [distinctId, otherId]; | |
} | |
} | |
} | |
return duplicates; | |
} | |
async function merge(idList: string[]) { | |
const url = 'https://api.mixpanel.com/import?strict=1'; | |
const options = { | |
method: 'POST', | |
headers: { | |
Accept: 'application/json', | |
'Content-Type': 'application/json', | |
// TODO: | |
Authorization: 'Basic YOUR_MIXPANEL_API_SECRET_AFTER_INSERTING_INTO_INTERACTIVE_API' | |
}, | |
body: JSON.stringify([ | |
{ | |
event: '$merge', | |
properties: { | |
$distinct_ids: idList | |
} | |
} | |
]) | |
}; | |
try { | |
let res = (await fetch(url, options)).json(); | |
return res; | |
} catch(e) { | |
console.error(e) | |
} | |
} | |
// TODO: | |
csv.parseFile('YOUR_USER_PROFILE_EXPORT.csv', async function(err: Error, data: string[][]) { | |
if (err) { | |
console.error(err); | |
return | |
} else { | |
// TODO: Do a dry run first and see which emails will be merged, and then uncomment the loop below to actually run: | |
const emailsToMerge = returnDuplicates(data); | |
console.log(emailsToMerge); | |
/* for (let email of Object.keys(emailsToMerge)) { | |
let mergeOp = await merge(emailsToMerge[email]); | |
console.log('merged $distinct_ids belonging to', email, ':', emailsToMerge[email], '\n', mergeOp); | |
} */ | |
} | |
}) |
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