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

Stag

@kaggle.cprimozi_robinhood_stock_popularity_history.stag

164.64 kB
14,958 rows
2 columns

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

Star

@kaggle.cprimozi_robinhood_stock_popularity_history.star

151.03 kB
14,958 rows
2 columns

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

Stay

@kaggle.cprimozi_robinhood_stock_popularity_history.stay

151.98 kB
14,959 rows
2 columns

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

Stba

@kaggle.cprimozi_robinhood_stock_popularity_history.stba

148.72 kB
14,942 rows
2 columns

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

Stbfy

@kaggle.cprimozi_robinhood_stock_popularity_history.stbfy

123.43 kB
12,292 rows
2 columns

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

Stc

@kaggle.cprimozi_robinhood_stock_popularity_history.stc

148.49 kB
14,914 rows
2 columns

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

Stcn

@kaggle.cprimozi_robinhood_stock_popularity_history.stcn

152.99 kB
14,917 rows
2 columns

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

Ste

@kaggle.cprimozi_robinhood_stock_popularity_history.ste

75.32 kB
7,431 rows
2 columns

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

Stfc

@kaggle.cprimozi_robinhood_stock_popularity_history.stfc

148.76 kB
14,944 rows
2 columns

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

Stg

@kaggle.cprimozi_robinhood_stock_popularity_history.stg

134.2 kB
13,408 rows
2 columns

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

Stim

@kaggle.cprimozi_robinhood_stock_popularity_history.stim

138.59 kB
13,702 rows
2 columns

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

Stip

@kaggle.cprimozi_robinhood_stock_popularity_history.stip

148.58 kB
14,936 rows
2 columns

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

Stk

@kaggle.cprimozi_robinhood_stock_popularity_history.stk

150.25 kB
14,959 rows
2 columns

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

Stkl

@kaggle.cprimozi_robinhood_stock_popularity_history.stkl

155.57 kB
14,924 rows
2 columns

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

Stks

@kaggle.cprimozi_robinhood_stock_popularity_history.stks

151.11 kB
14,962 rows
2 columns

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

Stl

@kaggle.cprimozi_robinhood_stock_popularity_history.stl

150.34 kB
14,914 rows
2 columns

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

Stld

@kaggle.cprimozi_robinhood_stock_popularity_history.stld

155.48 kB
14,949 rows
2 columns

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

Stlg

@kaggle.cprimozi_robinhood_stock_popularity_history.stlg

8.99 kB
719 rows
2 columns

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

Stlv

@kaggle.cprimozi_robinhood_stock_popularity_history.stlv

8.96 kB
719 rows
2 columns

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

Stm

@kaggle.cprimozi_robinhood_stock_popularity_history.stm

159.81 kB
14,977 rows
2 columns

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

Stml

@kaggle.cprimozi_robinhood_stock_popularity_history.stml

155.55 kB
14,922 rows
2 columns

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

Stmp

@kaggle.cprimozi_robinhood_stock_popularity_history.stmp

160.39 kB
14,922 rows
2 columns

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

Stn

@kaggle.cprimozi_robinhood_stock_popularity_history.stn

148.9 kB
14,914 rows
2 columns

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

Stnd

@kaggle.cprimozi_robinhood_stock_popularity_history.stnd

142.3 kB
14,470 rows
2 columns

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

Stne

@kaggle.cprimozi_robinhood_stock_popularity_history.stne

118.71 kB
10,932 rows
2 columns

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