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

Pm

@kaggle.cprimozi_robinhood_stock_popularity_history.pm

162.89 kB
14,920 rows
2 columns

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

Pmbc

@kaggle.cprimozi_robinhood_stock_popularity_history.pmbc

149.08 kB
14,929 rows
2 columns

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

Pmd

@kaggle.cprimozi_robinhood_stock_popularity_history.pmd

157.75 kB
14,934 rows
2 columns

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

Pme

@kaggle.cprimozi_robinhood_stock_popularity_history.pme

150.64 kB
14,934 rows
2 columns

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

Pmf

@kaggle.cprimozi_robinhood_stock_popularity_history.pmf

148.74 kB
14,960 rows
2 columns

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

Pml

@kaggle.cprimozi_robinhood_stock_popularity_history.pml

149.52 kB
14,960 rows
2 columns

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

Pmm

@kaggle.cprimozi_robinhood_stock_popularity_history.pmm

148.94 kB
14,960 rows
2 columns

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

Pmo

@kaggle.cprimozi_robinhood_stock_popularity_history.pmo

148.6 kB
14,960 rows
2 columns

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

Pmom

@kaggle.cprimozi_robinhood_stock_popularity_history.pmom

22.42 kB
2,113 rows
2 columns

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

Pmpt

@kaggle.cprimozi_robinhood_stock_popularity_history.pmpt

132.63 kB
13,378 rows
2 columns

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

Pmr

@kaggle.cprimozi_robinhood_stock_popularity_history.pmr

147.62 kB
14,876 rows
2 columns

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

Pmt

@kaggle.cprimozi_robinhood_stock_popularity_history.pmt

156.72 kB
14,958 rows
2 columns

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

Pmts

@kaggle.cprimozi_robinhood_stock_popularity_history.pmts

147.31 kB
14,248 rows
2 columns

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

Pmx

@kaggle.cprimozi_robinhood_stock_popularity_history.pmx

148.66 kB
14,960 rows
2 columns

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

Pnbk

@kaggle.cprimozi_robinhood_stock_popularity_history.pnbk

148.19 kB
14,954 rows
2 columns

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

Pnc

@kaggle.cprimozi_robinhood_stock_popularity_history.pnc

153.09 kB
14,914 rows
2 columns

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

Pnf

@kaggle.cprimozi_robinhood_stock_popularity_history.pnf

148.34 kB
14,959 rows
2 columns

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

Pnfp

@kaggle.cprimozi_robinhood_stock_popularity_history.pnfp

150.2 kB
14,956 rows
2 columns

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

Pngay

@kaggle.cprimozi_robinhood_stock_popularity_history.pngay

127.81 kB
12,294 rows
2 columns

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

Pni

@kaggle.cprimozi_robinhood_stock_popularity_history.pni

148.29 kB
14,959 rows
2 columns

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

Pnk

@kaggle.cprimozi_robinhood_stock_popularity_history.pnk

135.48 kB
13,730 rows
2 columns

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

Pnm

@kaggle.cprimozi_robinhood_stock_popularity_history.pnm

149.43 kB
14,914 rows
2 columns

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

Pnnt

@kaggle.cprimozi_robinhood_stock_popularity_history.pnnt

155.56 kB
14,951 rows
2 columns

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

Pnov

@kaggle.cprimozi_robinhood_stock_popularity_history.pnov

23.33 kB
2,207 rows
2 columns

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

Pnqi

@kaggle.cprimozi_robinhood_stock_popularity_history.pnqi

150.46 kB
14,909 rows
2 columns

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