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

Pffl

@kaggle.cprimozi_robinhood_stock_popularity_history.pffl

115.09 kB
11,622 rows
2 columns

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

Pffr

@kaggle.cprimozi_robinhood_stock_popularity_history.pffr

147.83 kB
14,972 rows
2 columns

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

Pfg

@kaggle.cprimozi_robinhood_stock_popularity_history.pfg

152 kB
14,952 rows
2 columns

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

Pfgc

@kaggle.cprimozi_robinhood_stock_popularity_history.pfgc

151.78 kB
14,963 rows
2 columns

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

Pfhd

@kaggle.cprimozi_robinhood_stock_popularity_history.pfhd

4.54 kB
236 rows
2 columns

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

Pfi

@kaggle.cprimozi_robinhood_stock_popularity_history.pfi

147.18 kB
14,891 rows
2 columns

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

Pfie

@kaggle.cprimozi_robinhood_stock_popularity_history.pfie

154.53 kB
14,946 rows
2 columns

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

Pfig

@kaggle.cprimozi_robinhood_stock_popularity_history.pfig

147.48 kB
14,885 rows
2 columns

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

Pfin

@kaggle.cprimozi_robinhood_stock_popularity_history.pfin

148.63 kB
14,946 rows
2 columns

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

Pfis

@kaggle.cprimozi_robinhood_stock_popularity_history.pfis

148.11 kB
14,946 rows
2 columns

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

Pfl

@kaggle.cprimozi_robinhood_stock_popularity_history.pfl

149.85 kB
14,959 rows
2 columns

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

Pfld

@kaggle.cprimozi_robinhood_stock_popularity_history.pfld

19.49 kB
1,826 rows
2 columns

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

Pflt

@kaggle.cprimozi_robinhood_stock_popularity_history.pflt

154.73 kB
14,923 rows
2 columns

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

Pfm

@kaggle.cprimozi_robinhood_stock_popularity_history.pfm

148.44 kB
14,908 rows
2 columns

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

Pfmt

@kaggle.cprimozi_robinhood_stock_popularity_history.pfmt

150.43 kB
14,951 rows
2 columns

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

Pfn

@kaggle.cprimozi_robinhood_stock_popularity_history.pfn

150.05 kB
14,961 rows
2 columns

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

Pfnx

@kaggle.cprimozi_robinhood_stock_popularity_history.pfnx

152.28 kB
14,957 rows
2 columns

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

Pfo

@kaggle.cprimozi_robinhood_stock_popularity_history.pfo

148.07 kB
14,961 rows
2 columns

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

Pfpt

@kaggle.cprimozi_robinhood_stock_popularity_history.pfpt

154.9 kB
14,928 rows
2 columns

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

Pfs

@kaggle.cprimozi_robinhood_stock_popularity_history.pfs

148.58 kB
14,920 rows
2 columns

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

Pfsi

@kaggle.cprimozi_robinhood_stock_popularity_history.pfsi

110.68 kB
10,766 rows
2 columns

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

Pfsw

@kaggle.cprimozi_robinhood_stock_popularity_history.pfsw

150.84 kB
14,951 rows
2 columns

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

Pfxf

@kaggle.cprimozi_robinhood_stock_popularity_history.pfxf

150.32 kB
14,934 rows
2 columns

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

Pg

@kaggle.cprimozi_robinhood_stock_popularity_history.pg

165.08 kB
14,920 rows
2 columns

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

Pgal

@kaggle.cprimozi_robinhood_stock_popularity_history.pgal

148.84 kB
14,936 rows
2 columns

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