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

Psi

@kaggle.cprimozi_robinhood_stock_popularity_history.psi

153.43 kB
14,909 rows
2 columns

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

Psj

@kaggle.cprimozi_robinhood_stock_popularity_history.psj

153.16 kB
14,902 rows
2 columns

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

Psk

@kaggle.cprimozi_robinhood_stock_popularity_history.psk

150.4 kB
14,914 rows
2 columns

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

Psl

@kaggle.cprimozi_robinhood_stock_popularity_history.psl

147.66 kB
14,861 rows
2 columns

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

Pslv

@kaggle.cprimozi_robinhood_stock_popularity_history.pslv

152.29 kB
14,961 rows
2 columns

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

Psm

@kaggle.cprimozi_robinhood_stock_popularity_history.psm

46.78 kB
4,639 rows
2 columns

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

Psmb

@kaggle.cprimozi_robinhood_stock_popularity_history.psmb

147.78 kB
14,911 rows
2 columns

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

Psmc

@kaggle.cprimozi_robinhood_stock_popularity_history.psmc

147.82 kB
14,911 rows
2 columns

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

Psmg

@kaggle.cprimozi_robinhood_stock_popularity_history.psmg

148.2 kB
14,913 rows
2 columns

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

Psmm

@kaggle.cprimozi_robinhood_stock_popularity_history.psmm

147.75 kB
14,911 rows
2 columns

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

Psmmy

@kaggle.cprimozi_robinhood_stock_popularity_history.psmmy

123.21 kB
12,294 rows
2 columns

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

Psmt

@kaggle.cprimozi_robinhood_stock_popularity_history.psmt

150.02 kB
14,916 rows
2 columns

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

Psn

@kaggle.cprimozi_robinhood_stock_popularity_history.psn

67.66 kB
6,426 rows
2 columns

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

Psnl

@kaggle.cprimozi_robinhood_stock_popularity_history.psnl

56.94 kB
5,421 rows
2 columns

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

Pso

@kaggle.cprimozi_robinhood_stock_popularity_history.pso

152.07 kB
14,956 rows
2 columns

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

Psp

@kaggle.cprimozi_robinhood_stock_popularity_history.psp

149.88 kB
14,909 rows
2 columns

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

Psq

@kaggle.cprimozi_robinhood_stock_popularity_history.psq

153.01 kB
14,914 rows
2 columns

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

Psr

@kaggle.cprimozi_robinhood_stock_popularity_history.psr

147.39 kB
14,853 rows
2 columns

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

Pst

@kaggle.cprimozi_robinhood_stock_popularity_history.pst

148.21 kB
14,914 rows
2 columns

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

Pstg

@kaggle.cprimozi_robinhood_stock_popularity_history.pstg

158.69 kB
14,964 rows
2 columns

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

Psti

@kaggle.cprimozi_robinhood_stock_popularity_history.psti

47.58 kB
4,615 rows
2 columns

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

Pstl

@kaggle.cprimozi_robinhood_stock_popularity_history.pstl

63.55 kB
6,263 rows
2 columns

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

Pstv

@kaggle.cprimozi_robinhood_stock_popularity_history.pstv

46.99 kB
4,329 rows
2 columns

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

Psv

@kaggle.cprimozi_robinhood_stock_popularity_history.psv

59.65 kB
5,762 rows
2 columns

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

Psx

@kaggle.cprimozi_robinhood_stock_popularity_history.psx

155.71 kB
14,920 rows
2 columns

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