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

Jls

@kaggle.cprimozi_robinhood_stock_popularity_history.jls

148.28 kB
14,959 rows
2 columns

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

Jmba

@kaggle.cprimozi_robinhood_stock_popularity_history.jmba

129.17 kB
12,921 rows
2 columns

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

Jmbs

@kaggle.cprimozi_robinhood_stock_popularity_history.jmbs

117.36 kB
11,933 rows
2 columns

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

Jmei

@kaggle.cprimozi_robinhood_stock_popularity_history.jmei

153.45 kB
14,962 rows
2 columns

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

Jmf

@kaggle.cprimozi_robinhood_stock_popularity_history.jmf

150.33 kB
14,961 rows
2 columns

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

Jmhly

@kaggle.cprimozi_robinhood_stock_popularity_history.jmhly

121.58 kB
12,296 rows
2 columns

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

Jmia

@kaggle.cprimozi_robinhood_stock_popularity_history.jmia

78.9 kB
7,004 rows
2 columns

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

Jmin

@kaggle.cprimozi_robinhood_stock_popularity_history.jmin

22.46 kB
2,113 rows
2 columns

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

Jmlp

@kaggle.cprimozi_robinhood_stock_popularity_history.jmlp

149.47 kB
14,959 rows
2 columns

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

Jmm

@kaggle.cprimozi_robinhood_stock_popularity_history.jmm

148.53 kB
14,959 rows
2 columns

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

Jmom

@kaggle.cprimozi_robinhood_stock_popularity_history.jmom

130.12 kB
13,257 rows
2 columns

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

Jmp

@kaggle.cprimozi_robinhood_stock_popularity_history.jmp

151.11 kB
14,936 rows
2 columns

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

Jmst

@kaggle.cprimozi_robinhood_stock_popularity_history.jmst

109.93 kB
11,099 rows
2 columns

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

Jmub

@kaggle.cprimozi_robinhood_stock_popularity_history.jmub

106.75 kB
10,789 rows
2 columns

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

Jnce

@kaggle.cprimozi_robinhood_stock_popularity_history.jnce

154.68 kB
14,973 rows
2 columns

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

Jnj

@kaggle.cprimozi_robinhood_stock_popularity_history.jnj

166.99 kB
14,914 rows
2 columns

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

Jnk

@kaggle.cprimozi_robinhood_stock_popularity_history.jnk

69.87 kB
6,506 rows
2 columns

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

Jnmf

@kaggle.cprimozi_robinhood_stock_popularity_history.jnmf

9.26 kB
747 rows
2 columns

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

Jnp

@kaggle.cprimozi_robinhood_stock_popularity_history.jnp

122.71 kB
12,256 rows
2 columns

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

Jnpr

@kaggle.cprimozi_robinhood_stock_popularity_history.jnpr

153.34 kB
14,918 rows
2 columns

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

Jnug

@kaggle.cprimozi_robinhood_stock_popularity_history.jnug

60.42 kB
5,262 rows
2 columns

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

Jo

@kaggle.cprimozi_robinhood_stock_popularity_history.jo

140.19 kB
13,998 rows
2 columns

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

Job

@kaggle.cprimozi_robinhood_stock_popularity_history.job

150.81 kB
14,934 rows
2 columns

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

Jobs

@kaggle.cprimozi_robinhood_stock_popularity_history.jobs

151.83 kB
14,957 rows
2 columns

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

Joe

@kaggle.cprimozi_robinhood_stock_popularity_history.joe

149.23 kB
14,934 rows
2 columns

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