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

Sgu

@kaggle.cprimozi_robinhood_stock_popularity_history.sgu

150.01 kB
14,958 rows
2 columns

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

Sh

@kaggle.cprimozi_robinhood_stock_popularity_history.sh

156.71 kB
14,928 rows
2 columns

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

Shag

@kaggle.cprimozi_robinhood_stock_popularity_history.shag

147.47 kB
14,974 rows
2 columns

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

Shak

@kaggle.cprimozi_robinhood_stock_popularity_history.shak

158.67 kB
14,961 rows
2 columns

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

Shbi

@kaggle.cprimozi_robinhood_stock_popularity_history.shbi

148.31 kB
14,938 rows
2 columns

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

Shcay

@kaggle.cprimozi_robinhood_stock_popularity_history.shcay

129.16 kB
12,297 rows
2 columns

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

She

@kaggle.cprimozi_robinhood_stock_popularity_history.she

151.49 kB
14,966 rows
2 columns

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

Shecy

@kaggle.cprimozi_robinhood_stock_popularity_history.shecy

123.18 kB
12,294 rows
2 columns

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

Shen

@kaggle.cprimozi_robinhood_stock_popularity_history.shen

149.79 kB
14,919 rows
2 columns

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

Shg

@kaggle.cprimozi_robinhood_stock_popularity_history.shg

132.45 kB
13,205 rows
2 columns

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

Shi

@kaggle.cprimozi_robinhood_stock_popularity_history.shi

152.07 kB
14,956 rows
2 columns

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

Ship

@kaggle.cprimozi_robinhood_stock_popularity_history.ship

81.18 kB
7,623 rows
2 columns

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

Shll

@kaggle.cprimozi_robinhood_stock_popularity_history.shll

68.94 kB
6,842 rows
2 columns

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

Shlo

@kaggle.cprimozi_robinhood_stock_popularity_history.shlo

149.82 kB
14,951 rows
2 columns

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

Shlx

@kaggle.cprimozi_robinhood_stock_popularity_history.shlx

152.37 kB
14,958 rows
2 columns

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

Shm

@kaggle.cprimozi_robinhood_stock_popularity_history.shm

148.44 kB
14,917 rows
2 columns

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

Shny

@kaggle.cprimozi_robinhood_stock_popularity_history.shny

131.53 kB
13,234 rows
2 columns

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

Sho

@kaggle.cprimozi_robinhood_stock_popularity_history.sho

150.79 kB
14,958 rows
2 columns

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

Shoo

@kaggle.cprimozi_robinhood_stock_popularity_history.shoo

150.33 kB
14,847 rows
2 columns

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

Shop

@kaggle.cprimozi_robinhood_stock_popularity_history.shop

173.48 kB
14,962 rows
2 columns

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

Shsp

@kaggle.cprimozi_robinhood_stock_popularity_history.shsp

152.53 kB
14,943 rows
2 columns

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

Shv

@kaggle.cprimozi_robinhood_stock_popularity_history.shv

154.35 kB
14,917 rows
2 columns

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

Shw

@kaggle.cprimozi_robinhood_stock_popularity_history.shw

152.16 kB
14,917 rows
2 columns

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

Shy

@kaggle.cprimozi_robinhood_stock_popularity_history.shy

154.35 kB
14,917 rows
2 columns

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

Shyd

@kaggle.cprimozi_robinhood_stock_popularity_history.shyd

149.07 kB
14,956 rows
2 columns

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