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

Ftag

@kaggle.cprimozi_robinhood_stock_popularity_history.ftag

147.95 kB
14,916 rows
2 columns

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

Ftai

@kaggle.cprimozi_robinhood_stock_popularity_history.ftai

154.96 kB
14,962 rows
2 columns

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

Ftc

@kaggle.cprimozi_robinhood_stock_popularity_history.ftc

148.55 kB
14,942 rows
2 columns

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

Ftch

@kaggle.cprimozi_robinhood_stock_popularity_history.ftch

124.04 kB
11,743 rows
2 columns

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

Ftcs

@kaggle.cprimozi_robinhood_stock_popularity_history.ftcs

148.46 kB
14,922 rows
2 columns

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

Ftdr

@kaggle.cprimozi_robinhood_stock_popularity_history.ftdr

115.75 kB
11,454 rows
2 columns

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

Ftec

@kaggle.cprimozi_robinhood_stock_popularity_history.ftec

158.16 kB
14,926 rows
2 columns

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

Ftek

@kaggle.cprimozi_robinhood_stock_popularity_history.ftek

155.9 kB
14,926 rows
2 columns

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

Fteo

@kaggle.cprimozi_robinhood_stock_popularity_history.fteo

130.56 kB
13,113 rows
2 columns

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

Ftf

@kaggle.cprimozi_robinhood_stock_popularity_history.ftf

149.85 kB
14,961 rows
2 columns

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

Ftft

@kaggle.cprimozi_robinhood_stock_popularity_history.ftft

148.84 kB
13,901 rows
2 columns

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

Ftgc

@kaggle.cprimozi_robinhood_stock_popularity_history.ftgc

148.12 kB
14,926 rows
2 columns

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

Fthi

@kaggle.cprimozi_robinhood_stock_popularity_history.fthi

148.12 kB
14,954 rows
2 columns

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

Fti

@kaggle.cprimozi_robinhood_stock_popularity_history.fti

152.47 kB
14,971 rows
2 columns

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

Ftk

@kaggle.cprimozi_robinhood_stock_popularity_history.ftk

155.72 kB
14,942 rows
2 columns

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

Ftlb

@kaggle.cprimozi_robinhood_stock_popularity_history.ftlb

148.32 kB
14,956 rows
2 columns

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

Ftls

@kaggle.cprimozi_robinhood_stock_popularity_history.ftls

148.38 kB
14,958 rows
2 columns

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

Ftnt

@kaggle.cprimozi_robinhood_stock_popularity_history.ftnt

159.07 kB
14,956 rows
2 columns

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

Ftnw

@kaggle.cprimozi_robinhood_stock_popularity_history.ftnw

154.6 kB
14,970 rows
2 columns

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

Ftr

@kaggle.cprimozi_robinhood_stock_popularity_history.ftr

162.46 kB
14,942 rows
2 columns

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

Ftri

@kaggle.cprimozi_robinhood_stock_popularity_history.ftri

148.65 kB
14,936 rows
2 columns

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

Fts

@kaggle.cprimozi_robinhood_stock_popularity_history.fts

151.32 kB
14,970 rows
2 columns

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

Ftsd

@kaggle.cprimozi_robinhood_stock_popularity_history.ftsd

37.7 kB
3,716 rows
2 columns

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

Ftsi

@kaggle.cprimozi_robinhood_stock_popularity_history.ftsi

153.34 kB
14,990 rows
2 columns

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

Ftsl

@kaggle.cprimozi_robinhood_stock_popularity_history.ftsl

148.15 kB
14,956 rows
2 columns

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