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

Nrk

@kaggle.cprimozi_robinhood_stock_popularity_history.nrk

147.93 kB
14,961 rows
2 columns

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

Nro

@kaggle.cprimozi_robinhood_stock_popularity_history.nro

153.24 kB
14,961 rows
2 columns

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

Nrp

@kaggle.cprimozi_robinhood_stock_popularity_history.nrp

149.87 kB
14,957 rows
2 columns

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

Nrt

@kaggle.cprimozi_robinhood_stock_popularity_history.nrt

151.36 kB
14,961 rows
2 columns

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

Nrz

@kaggle.cprimozi_robinhood_stock_popularity_history.nrz

173.94 kB
14,958 rows
2 columns

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

Ns

@kaggle.cprimozi_robinhood_stock_popularity_history.ns

152.62 kB
14,956 rows
2 columns

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

Nsa

@kaggle.cprimozi_robinhood_stock_popularity_history.nsa

151.63 kB
14,962 rows
2 columns

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

Nsany

@kaggle.cprimozi_robinhood_stock_popularity_history.nsany

131.85 kB
12,297 rows
2 columns

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

Nsc

@kaggle.cprimozi_robinhood_stock_popularity_history.nsc

154.4 kB
14,926 rows
2 columns

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

Nsco

@kaggle.cprimozi_robinhood_stock_popularity_history.nsco

45.84 kB
4,425 rows
2 columns

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

Nsit

@kaggle.cprimozi_robinhood_stock_popularity_history.nsit

150.76 kB
14,930 rows
2 columns

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

Nsl

@kaggle.cprimozi_robinhood_stock_popularity_history.nsl

149.33 kB
14,959 rows
2 columns

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

Nsm

@kaggle.cprimozi_robinhood_stock_popularity_history.nsm

118.68 kB
11,909 rows
2 columns

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

Nsp

@kaggle.cprimozi_robinhood_stock_popularity_history.nsp

155.19 kB
14,926 rows
2 columns

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

Nspr

@kaggle.cprimozi_robinhood_stock_popularity_history.nspr

79 kB
7,335 rows
2 columns

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

Nsrgy

@kaggle.cprimozi_robinhood_stock_popularity_history.nsrgy

129.87 kB
12,297 rows
2 columns

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

Nssc

@kaggle.cprimozi_robinhood_stock_popularity_history.nssc

153.9 kB
14,950 rows
2 columns

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

Nstg

@kaggle.cprimozi_robinhood_stock_popularity_history.nstg

152.58 kB
14,930 rows
2 columns

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

Nsys

@kaggle.cprimozi_robinhood_stock_popularity_history.nsys

151.59 kB
14,943 rows
2 columns

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

Ntap

@kaggle.cprimozi_robinhood_stock_popularity_history.ntap

156.87 kB
14,914 rows
2 columns

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

Ntb

@kaggle.cprimozi_robinhood_stock_popularity_history.ntb

38.15 kB
3,725 rows
2 columns

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

Ntco

@kaggle.cprimozi_robinhood_stock_popularity_history.ntco

9.65 kB
750 rows
2 columns

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

Ntct

@kaggle.cprimozi_robinhood_stock_popularity_history.ntct

148.75 kB
14,956 rows
2 columns

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

Ntdoy

@kaggle.cprimozi_robinhood_stock_popularity_history.ntdoy

136.91 kB
12,297 rows
2 columns

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

Ntec

@kaggle.cprimozi_robinhood_stock_popularity_history.ntec

160.53 kB
14,963 rows
2 columns

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