Name: Robinhood Stock Popularity History
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

Robinhood Stock Popularity History

Context

This data set consists of >1 year of historical data about the number of users that hold each stock available on the Robinhood stock brokerage. It is the dataset that powers https://robintrack.net/

Content

Data was collected from the Robinhood API once per hour over the entire period.

The popularity metric represents the number of unique accounts that hold at least one share of the asset. This only includes normal, long shares (not options).

Acknowledgements

Robinhood provides their popularity data publicly, which I feel is a great step in the right direction for an industry (finance) where data has traditionally been expensive, low-quality, and hard to find. I feel it's only right that I share this historical popularity data freely as well.

Caveats + Possible Issues

Robinhood gives free shares of a certain set of stocks as rewards to users for referring others to their platform. Some of the most popular stocks are at the top because of this.

The popularity metrics change over weekends and when the market is closed due to the fact that Robinhood accounts can be created/closed/transferred over those periods. The metric reported at each timestamp is the exact value that the Robinhood API reported at that instant.

Inspiration

This data can be used as a measure of retail sentiment. By seeing what traders do in response to changes in price and different news events, it can be determined if retail traders are "buying the dip" or panicking and leaving the market.

I didn't include price data due to possible legal limitations. However, it should be relatively easy to obtain this data yourself from a different source and combine it with this data set.

Tables

Aph

@kaggle.cprimozi_robinhood_stock_popularity_history.aph

151.66 kB
14,916 rows
2 columns

CREATE TABLE aph (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apha

@kaggle.cprimozi_robinhood_stock_popularity_history.apha

125.12 kB
10,741 rows
2 columns

CREATE TABLE apha (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Api

@kaggle.cprimozi_robinhood_stock_popularity_history.api

98.31 kB
9,840 rows
2 columns

CREATE TABLE api (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apl

@kaggle.cprimozi_robinhood_stock_popularity_history.apl

98.67 kB
9,876 rows
2 columns

CREATE TABLE apl (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Aple

@kaggle.cprimozi_robinhood_stock_popularity_history.aple

169.3 kB
14,962 rows
2 columns

CREATE TABLE aple (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apls

@kaggle.cprimozi_robinhood_stock_popularity_history.apls

152.04 kB
14,980 rows
2 columns

CREATE TABLE apls (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Aplt

@kaggle.cprimozi_robinhood_stock_popularity_history.aplt

65.15 kB
6,311 rows
2 columns

CREATE TABLE aplt (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apm

@kaggle.cprimozi_robinhood_stock_popularity_history.apm

97.08 kB
9,639 rows
2 columns

CREATE TABLE apm (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apo

@kaggle.cprimozi_robinhood_stock_popularity_history.apo

39.79 kB
3,630 rows
2 columns

CREATE TABLE apo (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apog

@kaggle.cprimozi_robinhood_stock_popularity_history.apog

151.06 kB
14,916 rows
2 columns

CREATE TABLE apog (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apop

@kaggle.cprimozi_robinhood_stock_popularity_history.apop

27.22 kB
2,479 rows
2 columns

CREATE TABLE apop (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Appf

@kaggle.cprimozi_robinhood_stock_popularity_history.appf

156.07 kB
14,963 rows
2 columns

CREATE TABLE appf (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Appn

@kaggle.cprimozi_robinhood_stock_popularity_history.appn

162.1 kB
14,974 rows
2 columns

CREATE TABLE appn (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apps

@kaggle.cprimozi_robinhood_stock_popularity_history.apps

164.55 kB
14,922 rows
2 columns

CREATE TABLE apps (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apre

@kaggle.cprimozi_robinhood_stock_popularity_history.apre

32.29 kB
2,959 rows
2 columns

CREATE TABLE apre (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Aprn

@kaggle.cprimozi_robinhood_stock_popularity_history.aprn

60.01 kB
5,523 rows
2 columns

CREATE TABLE aprn (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apt

@kaggle.cprimozi_robinhood_stock_popularity_history.apt

153.78 kB
14,914 rows
2 columns

CREATE TABLE apt (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apti

@kaggle.cprimozi_robinhood_stock_popularity_history.apti

151.54 kB
14,970 rows
2 columns

CREATE TABLE apti (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apto

@kaggle.cprimozi_robinhood_stock_popularity_history.apto

158.01 kB
14,958 rows
2 columns

CREATE TABLE apto (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apts

@kaggle.cprimozi_robinhood_stock_popularity_history.apts

156.39 kB
14,958 rows
2 columns

CREATE TABLE apts (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Aptv

@kaggle.cprimozi_robinhood_stock_popularity_history.aptv

155.49 kB
14,920 rows
2 columns

CREATE TABLE aptv (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Aptx

@kaggle.cprimozi_robinhood_stock_popularity_history.aptx

141.43 kB
13,841 rows
2 columns

CREATE TABLE aptx (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apvo

@kaggle.cprimozi_robinhood_stock_popularity_history.apvo

155.34 kB
14,969 rows
2 columns

CREATE TABLE apvo (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apwc

@kaggle.cprimozi_robinhood_stock_popularity_history.apwc

150.12 kB
14,956 rows
2 columns

CREATE TABLE apwc (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);

Apxt

@kaggle.cprimozi_robinhood_stock_popularity_history.apxt

23.3 kB
2,184 rows
2 columns

CREATE TABLE apxt (
  "timestamp" TIMESTAMP,
  "users_holding" BIGINT
);