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

162.29 kB
14,958 rows
2 columns

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

Plbc

@kaggle.cprimozi_robinhood_stock_popularity_history.plbc

148.37 kB
14,934 rows
2 columns

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

Plc

@kaggle.cprimozi_robinhood_stock_popularity_history.plc

46.97 kB
4,639 rows
2 columns

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

Plce

@kaggle.cprimozi_robinhood_stock_popularity_history.plce

154.95 kB
14,919 rows
2 columns

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

Plcy

@kaggle.cprimozi_robinhood_stock_popularity_history.plcy

9.24 kB
748 rows
2 columns

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

Pld

@kaggle.cprimozi_robinhood_stock_popularity_history.pld

157.61 kB
14,956 rows
2 columns

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

Plg

@kaggle.cprimozi_robinhood_stock_popularity_history.plg

101.88 kB
9,664 rows
2 columns

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

Plin

@kaggle.cprimozi_robinhood_stock_popularity_history.plin

43.05 kB
4,138 rows
2 columns

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

Pll

@kaggle.cprimozi_robinhood_stock_popularity_history.pll

134.88 kB
13,235 rows
2 columns

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

Plm

@kaggle.cprimozi_robinhood_stock_popularity_history.plm

160.21 kB
14,956 rows
2 columns

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

Plmr

@kaggle.cprimozi_robinhood_stock_popularity_history.plmr

73.32 kB
6,962 rows
2 columns

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

Plnt

@kaggle.cprimozi_robinhood_stock_popularity_history.plnt

162.53 kB
14,963 rows
2 columns

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

Plow

@kaggle.cprimozi_robinhood_stock_popularity_history.plow

149.62 kB
14,914 rows
2 columns

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

Plpc

@kaggle.cprimozi_robinhood_stock_popularity_history.plpc

148.19 kB
14,918 rows
2 columns

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

Plse

@kaggle.cprimozi_robinhood_stock_popularity_history.plse

152.08 kB
14,966 rows
2 columns

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

Plt

@kaggle.cprimozi_robinhood_stock_popularity_history.plt

153.53 kB
14,956 rows
2 columns

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

Pltm

@kaggle.cprimozi_robinhood_stock_popularity_history.pltm

38.43 kB
3,730 rows
2 columns

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

Plug

@kaggle.cprimozi_robinhood_stock_popularity_history.plug

179.55 kB
14,939 rows
2 columns

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

Plus

@kaggle.cprimozi_robinhood_stock_popularity_history.plus

149.29 kB
14,939 rows
2 columns

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

Plw

@kaggle.cprimozi_robinhood_stock_popularity_history.plw

147.68 kB
14,895 rows
2 columns

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

Plx

@kaggle.cprimozi_robinhood_stock_popularity_history.plx

13.82 kB
1,154 rows
2 columns

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

Plxp

@kaggle.cprimozi_robinhood_stock_popularity_history.plxp

150.42 kB
14,954 rows
2 columns

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

Plxs

@kaggle.cprimozi_robinhood_stock_popularity_history.plxs

148.95 kB
14,926 rows
2 columns

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

Plya

@kaggle.cprimozi_robinhood_stock_popularity_history.plya

150.45 kB
14,973 rows
2 columns

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

Plym

@kaggle.cprimozi_robinhood_stock_popularity_history.plym

61.83 kB
5,987 rows
2 columns

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