e.ventures Data

Welcome to e.ventures Data! You'll find here a comprehensive guide to help you start working with e.ventures Data as quickly as possible.

At e.ventures, we use data science, machine learning, and artificial intelligence to run our data analytics platform, which guides our business decisions. We're excited to open source and share our proprietary technologies with you.

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Data + Charts API

Overview

The Data + Charts API offers an alternative way to access the data, in addition to the SQL Interface and e.ventures Cohort Analysis Google Sheet. The Data + Charts endpoints return candidate, committee and contribution information as well as our enriched data or derived analytical data (cumulative donors).

Knowledge of SQL is not necessary. Like the queries encoded into URLs for the SQL Interface, the Data + Charts API is automatically updated and cached for subsequent requests.

The Data + Charts API offers 5 endpoints to get data about:

We will expand our API with the most popular and most frequently used SQL queries as additional endpoints. We welcome requests and ideas for new endpoints.

Data + Charts APIData + Charts API

Data + Charts API

Pre-requisites

The API specification with a description of the parameters is available at our interactive Data + Charts API Swagger page.

To test the API on this page, please ensure that you:

  1. Authenticate your API key by completing steps 1 to 5.
  2. Have the <API_KEY> provided by a e.ventures team member.

Documentation and User Instructions

Description

Gives the documentation and user instructions for the API.

Endpoint

GET /about
curl -X GET "https://data.eventures.vc/data-charts/v1/about?token=<API_KEY>" -H "accept: text/html"
https://data.eventures.vc/data-charts/v1/about?token=<API_KEY>

📘

Note: In this documentation, please replace <API_KEY> with your API key provided by an e.ventures team member.

Parameters

No parameters.

Response

Status: 200 OK

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</style>
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<body class='typora-export' >
<div  id='write'  class = 'is-mac'><h1><a name="data--charts-api" class="md-header-anchor"></a><span>Data + Charts API</span></h1><p><span>An example for a ObservableHQ notebook shows </span><a href='https://observablehq.com/d/613089e8f0f75671' target='_blank' class='url'>https://observablehq.com/d/613089e8f0f75671</a></p><div id="observablehq-7fc781b0"></div>
<script type="module">
import {Runtime, Inspector} from "https://cdn.jsdelivr.net/npm/@observablehq/[email protected]/dist/runtime.js";
import define from "https://api.observablehq.com/d/613089e8f0f75671.js?v=3";
const inspect = Inspector.into("#observablehq-7fc781b0");
(new Runtime).module(define, name => name === "donorChart" ? inspect() : undefined);
</script><p>&nbsp;</p><h2><a name="notes" class="md-header-anchor"></a><span>Notes:</span></h2><ul><li><span>Only Presidential for now</span></li><li><span>ALSO less 200 contributions in here, so all disclosed</span></li><li><span>Other than in Bulk data</span></li></ul><p>&nbsp;</p></div>
</body>
</html>

Donor Analytics

Age distribution of donors for one or more committees

Description

Returns the age distribution of donors for one or more committees.

Endpoint

GET /age_distribution/committee
curl -X GET "https://data.eventures.vc/data-charts/v1/age_distribution/committee?committee_id=C00703975&cycle=2020&token=<API_KEY>" -H "accept: text/csv"
https://data.eventures.vc/data-charts/v1/age_distribution/committee?committee_id=C00703975&cycle=2020&token=<API_KEY>

Parameters

Name

Type

Description

committee_id

array[string]

The committee_id for the candidate. You can get this value by running the GET /committee/candidate/search API, and getting the CMTE_ID value.

You can also enter multiple committee ids. For example, to query for the committee ids C00703975 (BIDEN FOR PRESIDENT) and C00659938 (FRIENDS OF ANDREW YANG), run curl -X GET "https://data.eventures.vc/data-charts/v1/age_distribution/committee?committee_id=C00703975&committee_id=C00659938&cycle=2020&token=<API_KEY>" -H "accept: text/csv".

cycle

array[integer]

The election cycle(s) for the candidate. The cycle year is entered in the format yyyy. For example, 2020.

An election cycle is a 2 year period, for example, the 2020 election cycle is from January 2019 - December 2020.

You can also enter multiple cycles. For example, to query for the election cycle years 2020 and 2019, run curl -X GET "https://data.eventures.vc/data-charts/v1/age_distribution/committee?committee_id=C00703975&cycle=2020&cycle=2019&token=<API_KEY>" -H "accept: text/csv".

You can also run multiple committee ids for multiple cycles as parameters. For example, curl -X GET "https://data.eventures.vc/data-charts/v1/age_distribution/committee?committee_id=C00703975&committee_id=C00659938&cycle=2020&cycle=2019&token=<API_KEY>" -H "accept: text/csv".

Response

Status: 200 OK
Response body: A downloadable CSV file.

access-control-allow-origin: * 
 content-disposition: attachment; filename="results.csv" 
 content-length: 2253 
 content-type: text/csv; charset=utf-8 
 date: Fri, 31 Jul 2020 12:28:09 GMT 
 server: Google Frontend 
 status: 200 
 x-cloud-trace-context: f11e6595dd10d720965a2969441bd258;o=1

Number of cumulative donors over time for candidate(s) in the election cycle(s)

Description

Returns the number of cumulative donors over time for one or more candidates for the given candidate id(s) and election cycle(s).

Endpoint

GET /cumulative_donors/candidate
curl -X GET "https://data.eventures.vc/data-charts/v1/cumulative_donors/candidate?candidate_id=P80000722&cycle=2020&token=<API_KEY>" -H "accept: text/csv"
https://data.eventures.vc/data-charts/v1/cumulative_donors/candidate?candidate_id=P80000722&cycle=2020&token=<API_KEY>

Parameters

Name

Type

Description

candidate_id

array[string]

The candidate_id for the candidate. You can get this value by running the xxx API, and getting the CAND_ID value.

You can also enter multiple candidate ids. For example, to query for the candidate ids P80000722 (BIDEN, JOSEPH R JR) and P00006486 (YANG, ANDREW MR.), run curl -X GET "https://data.eventures.vc/data-charts/v1/cumulative_donors/candidate?candidate_id=P80000722&candidate_id=P00006486&cycle=2020&token=<API_KEY>" -H "accept: text/csv".

cycle

array[integer]

The election cycle(s) for the candidate. The cycle year is entered in the format yyyy. For example, 2020.

An election cycle is a 2 year period, for example, the 2020 election cycle is from January 2019 - December 2020.

You can also enter multiple cycles. For example, to query for the election cycle years 2020 and 2019, run curl -X GET "https://data.eventures.vc/data-charts/v1/cumulative_donors/candidate?candidate_id=P80000722&cycle=2020&cycle=2019&token=<API_KEY>" -H "accept: text/csv".

You can also run multiple candidate ids for multiple cycles as parameters. For example, curl -X GET "https://data.eventures.vc/data-charts/v1/cumulative_donors/candidate?candidate_id=P80000722&candidate_id=P00006486&cycle=2020&cycle=2019&token=7wwBRAgtqqMui73WbpGgpf0TvQFm38W7379442" -H "accept: text/csv".

Response

Status: 200 OK
Response body: A downloadable CSV file.

access-control-allow-origin: * 
 content-disposition: attachment; filename="results.csv" 
 content-length: 33397 
 content-type: text/csv; charset=utf-8 
 date: Fri, 31 Jul 2020 12:58:46 GMT 
 server: Google Frontend 
 status: 200 
 x-cloud-trace-context: fcb43fa1343226bfdb0b9e34faa2a814;o=1

Candidate Information

Candidate information

Description

Returns candidate information based on the given candidate name(s) and election cycle year(s).

Endpoint

GET /candidate/search
curl -X GET "https://data.eventures.vc/data-charts/v1/candidate/search?name_part=Biden&cycle=2020&token=<API_KEY>" -H "accept: text/csv"
https://data.eventures.vc/data-charts/v1/candidate/search?name_part=Biden&cycle=2020&token=<API_KEY>

Parameters

Name

Type

Description

name_part

array[string]

The name(s) of candidate(s).

You can also enter multiple candidate names. For example, to query for the candidates biden and yang, run curl -X GET "https://data.eventures.vc/data-charts/v1/candidate/search?name_part=biden&name_part=yang&cycle=2020&token=<API_KEY>" -H "accept: text/csv".

cycle

array[integer]

The election cycle(s) for the candidate. The cycle year is entered in the format yyyy. For example, 2020.

An election cycle is a 2 year period, for example, the 2020 election cycle is from January 2019 - December 2020.

You can also enter multiple cycles. For example, to query for the election cycle years 2020 and 2019, run curl -X GET "https://data.eventures.vc/data-charts/v1/candidate/search?name_part=biden&cycle=2020&cycle=2019&token=<API_KEY>" -H "accept: text/csv".

You can also run multiple candidate names for multiple cycles as parameters. For example, curl -X GET "https://data.eventures.vc/data-charts/v1/candidate/search?name_part=Biden&name_part=Yang&cycle=2020&cycle=2019&token=7wwBRAgtqqMui73WbpGgpf0TvQFm38W7379442" -H "accept: text/csv".

Response

Status: 200 OK
Response body: A downloadable CSV file.

access-control-allow-origin: * 
 content-disposition: attachment; filename="results.csv" 
 content-length: 94 
 content-type: text/csv; charset=utf-8 
 date: Fri, 31 Jul 2020 13:51:34 GMT 
 server: Google Frontend 
 status: 200 
 x-cloud-trace-context: 05095122c5b5f5981479ab1bb9c3e9ed;o=1 
Responses

Candidate and committee information

Description

Returns candidate and committee information for a given candidate.

Endpoint

GET /committee/candidate/search
curl -X GET "https://data.eventures.vc/data-charts/v1/committee/candidate/search?name_part=biden&cycle=2020&token=<API_KEY>" -H "accept: text/csv"
https://data.eventures.vc/data-charts/v1/committee/candidate/search?name_part=bide&cycle=2020&token=<API_KEY>

You can also run multiple candidate names for multiple cycles as parameters. For example, curl -X GET "https://data.eventures.vc/data-charts/v1/committee/candidate/search?name_part=biden&name_part=yang&cycle=2020&cycle=2019&token=<API_KEY>" -H "accept: text/csv".

Parameters

Name

Type

Description

name_part

array[string]

The name(s) of candidate(s).

You can also enter multiple candidate names. For example, to query for the candidates biden and yang, run curl -X GET "https://data.eventures.vc/data-charts/v1/committee/candidate/search?name_part=biden&name_part=yang&cycle=2020&token=<API_KEY>" -H "accept: text/csv".

cycle

array[integer]

The election cycle(s) for the candidate. The cycle year is entered in the format yyyy. For example, 2020.

An election cycle is a 2 year period, for example, the 2020 election cycle is from January 2019 - December 2020.

You can also enter multiple cycles. For example, to query for the election cycle years 2020 and 2019, run curl -X GET "https://data.eventures.vc/data-charts/v1/committee/candidate/search?name_part=biden&cycle=2020&cycle=2019&token=<API_KEY>" -H "accept: text/csv".

Response

Status: 200 OK
Response body: A downloadable CSV file.

access-control-allow-origin: * 
 content-disposition: attachment; filename="results.csv" 
 content-length: 327 
 content-type: text/csv; charset=utf-8 
 date: Fri, 31 Jul 2020 13:54:33 GMT 
 server: Google Frontend 
 status: 200 
 x-cloud-trace-context: 2482534e76fb240a35039222885e7d7b;o=1

Updated about a year ago


What's Next

Enricher API

Data + Charts API


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