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

Tok

@kaggle.cprimozi_robinhood_stock_popularity_history.tok

148.16 kB
14,931 rows
2 columns

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

Toke

@kaggle.cprimozi_robinhood_stock_popularity_history.toke

49.9 kB
4,615 rows
2 columns

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

Tol

@kaggle.cprimozi_robinhood_stock_popularity_history.tol

156.78 kB
14,931 rows
2 columns

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

Tolz

@kaggle.cprimozi_robinhood_stock_popularity_history.tolz

147.93 kB
14,949 rows
2 columns

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

Too

@kaggle.cprimozi_robinhood_stock_popularity_history.too

152.12 kB
14,382 rows
2 columns

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

Tops

@kaggle.cprimozi_robinhood_stock_popularity_history.tops

44.52 kB
3,947 rows
2 columns

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

Torc

@kaggle.cprimozi_robinhood_stock_popularity_history.torc

156.21 kB
14,987 rows
2 columns

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

Tota

@kaggle.cprimozi_robinhood_stock_popularity_history.tota

37.75 kB
3,735 rows
2 columns

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

Totl

@kaggle.cprimozi_robinhood_stock_popularity_history.totl

149.19 kB
14,961 rows
2 columns

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

Tour

@kaggle.cprimozi_robinhood_stock_popularity_history.tour

151.78 kB
14,956 rows
2 columns

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

Town

@kaggle.cprimozi_robinhood_stock_popularity_history.town

148.81 kB
14,926 rows
2 columns

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

Tpay

@kaggle.cprimozi_robinhood_stock_popularity_history.tpay

88.12 kB
8,676 rows
2 columns

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

Tpb

@kaggle.cprimozi_robinhood_stock_popularity_history.tpb

154.64 kB
14,966 rows
2 columns

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

Tpc

@kaggle.cprimozi_robinhood_stock_popularity_history.tpc

151.58 kB
14,951 rows
2 columns

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

Tpco

@kaggle.cprimozi_robinhood_stock_popularity_history.tpco

113.12 kB
11,287 rows
2 columns

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

Tph

@kaggle.cprimozi_robinhood_stock_popularity_history.tph

150.17 kB
14,956 rows
2 columns

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

Tphd

@kaggle.cprimozi_robinhood_stock_popularity_history.tphd

67.63 kB
6,626 rows
2 columns

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

Tphs

@kaggle.cprimozi_robinhood_stock_popularity_history.tphs

149 kB
14,966 rows
2 columns

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

Tpic

@kaggle.cprimozi_robinhood_stock_popularity_history.tpic

158.08 kB
14,969 rows
2 columns

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

Tpif

@kaggle.cprimozi_robinhood_stock_popularity_history.tpif

17.18 kB
1,586 rows
2 columns

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

Tpl

@kaggle.cprimozi_robinhood_stock_popularity_history.tpl

152.36 kB
14,961 rows
2 columns

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

Tplc

@kaggle.cprimozi_robinhood_stock_popularity_history.tplc

67.42 kB
6,626 rows
2 columns

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

Tpor

@kaggle.cprimozi_robinhood_stock_popularity_history.tpor

149.26 kB
14,974 rows
2 columns

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

Tpr

@kaggle.cprimozi_robinhood_stock_popularity_history.tpr

159.63 kB
14,926 rows
2 columns

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

Tpre

@kaggle.cprimozi_robinhood_stock_popularity_history.tpre

148.85 kB
14,914 rows
2 columns

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