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

Hson

@kaggle.cprimozi_robinhood_stock_popularity_history.hson

56.1 KB
5666 rows
2 columns


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

Hspx

@kaggle.cprimozi_robinhood_stock_popularity_history.hspx

93.32 KB
9496 rows
2 columns


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

Hsrt

@kaggle.cprimozi_robinhood_stock_popularity_history.hsrt

139 KB
14358 rows
2 columns


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

Hst

@kaggle.cprimozi_robinhood_stock_popularity_history.hst

149.21 KB
14958 rows
2 columns


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

Hstm

@kaggle.cprimozi_robinhood_stock_popularity_history.hstm

147.42 KB
14931 rows
2 columns


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

Hsy

@kaggle.cprimozi_robinhood_stock_popularity_history.hsy

151.6 KB
14926 rows
2 columns


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

Ht

@kaggle.cprimozi_robinhood_stock_popularity_history.ht

148.16 KB
14958 rows
2 columns


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

Hta

@kaggle.cprimozi_robinhood_stock_popularity_history.hta

149.15 KB
14958 rows
2 columns


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

Htab

@kaggle.cprimozi_robinhood_stock_popularity_history.htab

36.92 KB
3732 rows
2 columns


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

Htbi

@kaggle.cprimozi_robinhood_stock_popularity_history.htbi

144.65 KB
14940 rows
2 columns


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

Htbk

@kaggle.cprimozi_robinhood_stock_popularity_history.htbk

147.44 KB
14939 rows
2 columns


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

Htbx

@kaggle.cprimozi_robinhood_stock_popularity_history.htbx

154.83 KB
14939 rows
2 columns


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

Htd

@kaggle.cprimozi_robinhood_stock_popularity_history.htd

145.91 KB
14961 rows
2 columns


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

Htec

@kaggle.cprimozi_robinhood_stock_popularity_history.htec

52.71 KB
5333 rows
2 columns


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

Htgc

@kaggle.cprimozi_robinhood_stock_popularity_history.htgc

152 KB
14914 rows
2 columns


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

Htgm

@kaggle.cprimozi_robinhood_stock_popularity_history.htgm

153.18 KB
14962 rows
2 columns


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

Hth

@kaggle.cprimozi_robinhood_stock_popularity_history.hth

146.04 KB
14951 rows
2 columns


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

Hthiy

@kaggle.cprimozi_robinhood_stock_popularity_history.hthiy

123.13 KB
12297 rows
2 columns


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

Htht

@kaggle.cprimozi_robinhood_stock_popularity_history.htht

151.83 KB
14952 rows
2 columns


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

Htld

@kaggle.cprimozi_robinhood_stock_popularity_history.htld

145.92 KB
14943 rows
2 columns


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

Htlf

@kaggle.cprimozi_robinhood_stock_popularity_history.htlf

145 KB
14943 rows
2 columns


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

Htrb

@kaggle.cprimozi_robinhood_stock_popularity_history.htrb

21.97 KB
2113 rows
2 columns


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

Htus

@kaggle.cprimozi_robinhood_stock_popularity_history.htus

144.66 KB
14963 rows
2 columns


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

Hty

@kaggle.cprimozi_robinhood_stock_popularity_history.hty

144.52 KB
14961 rows
2 columns


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

Htz

@kaggle.cprimozi_robinhood_stock_popularity_history.htz

153.87 KB
14967 rows
2 columns


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