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

Tflo

@kaggle.cprimozi_robinhood_stock_popularity_history.tflo

148.44 kB
14,943 rows
2 columns

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

Tflt

@kaggle.cprimozi_robinhood_stock_popularity_history.tflt

126.65 kB
12,926 rows
2 columns

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

Tfsl

@kaggle.cprimozi_robinhood_stock_popularity_history.tfsl

150.01 kB
14,917 rows
2 columns

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

Tfx

@kaggle.cprimozi_robinhood_stock_popularity_history.tfx

149.74 kB
14,914 rows
2 columns

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

Tg

@kaggle.cprimozi_robinhood_stock_popularity_history.tg

149.08 kB
14,930 rows
2 columns

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

Tga

@kaggle.cprimozi_robinhood_stock_popularity_history.tga

154.51 kB
14,937 rows
2 columns

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

Tgb

@kaggle.cprimozi_robinhood_stock_popularity_history.tgb

162.14 kB
14,937 rows
2 columns

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

Tgc

@kaggle.cprimozi_robinhood_stock_popularity_history.tgc

154.78 kB
14,936 rows
2 columns

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

Tge

@kaggle.cprimozi_robinhood_stock_popularity_history.tge

154.87 kB
14,960 rows
2 columns

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

Tgen

@kaggle.cprimozi_robinhood_stock_popularity_history.tgen

150.85 kB
14,956 rows
2 columns

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

Tgh

@kaggle.cprimozi_robinhood_stock_popularity_history.tgh

150.61 kB
14,937 rows
2 columns

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

Tgi

@kaggle.cprimozi_robinhood_stock_popularity_history.tgi

152.1 kB
14,937 rows
2 columns

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

Tgls

@kaggle.cprimozi_robinhood_stock_popularity_history.tgls

38.54 kB
3,705 rows
2 columns

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

Tgna

@kaggle.cprimozi_robinhood_stock_popularity_history.tgna

152.85 kB
14,949 rows
2 columns

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

Tgp

@kaggle.cprimozi_robinhood_stock_popularity_history.tgp

151.06 kB
14,956 rows
2 columns

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

Tgs

@kaggle.cprimozi_robinhood_stock_popularity_history.tgs

152.1 kB
14,956 rows
2 columns

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

Tgt

@kaggle.cprimozi_robinhood_stock_popularity_history.tgt

170.04 kB
14,936 rows
2 columns

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

Tgtx

@kaggle.cprimozi_robinhood_stock_popularity_history.tgtx

162.98 kB
14,942 rows
2 columns

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

Th

@kaggle.cprimozi_robinhood_stock_popularity_history.th

78.6 kB
7,647 rows
2 columns

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

Thbr

@kaggle.cprimozi_robinhood_stock_popularity_history.thbr

30.32 kB
2,935 rows
2 columns

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

Thc

@kaggle.cprimozi_robinhood_stock_popularity_history.thc

153.57 kB
14,956 rows
2 columns

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

Thca

@kaggle.cprimozi_robinhood_stock_popularity_history.thca

45.55 kB
4,496 rows
2 columns

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

Thcb

@kaggle.cprimozi_robinhood_stock_popularity_history.thcb

74.67 kB
7,455 rows
2 columns

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

Thcx

@kaggle.cprimozi_robinhood_stock_popularity_history.thcx

55.03 kB
4,998 rows
2 columns

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

Thd

@kaggle.cprimozi_robinhood_stock_popularity_history.thd

111.68 kB
11,104 rows
2 columns

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