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

Play

@kaggle.cprimozi_robinhood_stock_popularity_history.play

158.48 KB
14958 rows
2 columns


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

Plbc

@kaggle.cprimozi_robinhood_stock_popularity_history.plbc

144.89 KB
14934 rows
2 columns


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

Plc

@kaggle.cprimozi_robinhood_stock_popularity_history.plc

45.87 KB
4639 rows
2 columns


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

Plce

@kaggle.cprimozi_robinhood_stock_popularity_history.plce

151.32 KB
14919 rows
2 columns


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

Plcy

@kaggle.cprimozi_robinhood_stock_popularity_history.plcy

9.02 KB
748 rows
2 columns


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

Pld

@kaggle.cprimozi_robinhood_stock_popularity_history.pld

153.92 KB
14956 rows
2 columns


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

Plg

@kaggle.cprimozi_robinhood_stock_popularity_history.plg

99.49 KB
9664 rows
2 columns


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

Plin

@kaggle.cprimozi_robinhood_stock_popularity_history.plin

42.04 KB
4138 rows
2 columns


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

Pll

@kaggle.cprimozi_robinhood_stock_popularity_history.pll

131.72 KB
13235 rows
2 columns


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

Plm

@kaggle.cprimozi_robinhood_stock_popularity_history.plm

156.46 KB
14956 rows
2 columns


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

Plmr

@kaggle.cprimozi_robinhood_stock_popularity_history.plmr

71.6 KB
6962 rows
2 columns


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

Plnt

@kaggle.cprimozi_robinhood_stock_popularity_history.plnt

158.72 KB
14963 rows
2 columns


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

Plow

@kaggle.cprimozi_robinhood_stock_popularity_history.plow

146.12 KB
14914 rows
2 columns


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

Plpc

@kaggle.cprimozi_robinhood_stock_popularity_history.plpc

144.72 KB
14918 rows
2 columns


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

Plse

@kaggle.cprimozi_robinhood_stock_popularity_history.plse

148.52 KB
14966 rows
2 columns


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

Plt

@kaggle.cprimozi_robinhood_stock_popularity_history.plt

149.93 KB
14956 rows
2 columns


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

Pltm

@kaggle.cprimozi_robinhood_stock_popularity_history.pltm

37.53 KB
3730 rows
2 columns


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

Plug

@kaggle.cprimozi_robinhood_stock_popularity_history.plug

175.34 KB
14939 rows
2 columns


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

Plus

@kaggle.cprimozi_robinhood_stock_popularity_history.plus

145.79 KB
14939 rows
2 columns


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

Plw

@kaggle.cprimozi_robinhood_stock_popularity_history.plw

144.22 KB
14895 rows
2 columns


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

Plx

@kaggle.cprimozi_robinhood_stock_popularity_history.plx

13.49 KB
1154 rows
2 columns


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

Plxp

@kaggle.cprimozi_robinhood_stock_popularity_history.plxp

146.89 KB
14954 rows
2 columns


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

Plxs

@kaggle.cprimozi_robinhood_stock_popularity_history.plxs

145.46 KB
14926 rows
2 columns


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

Plya

@kaggle.cprimozi_robinhood_stock_popularity_history.plya

146.93 KB
14973 rows
2 columns


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

Plym

@kaggle.cprimozi_robinhood_stock_popularity_history.plym

60.38 KB
5987 rows
2 columns


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