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

Vly

@kaggle.cprimozi_robinhood_stock_popularity_history.vly

151.73 kB
14,946 rows
2 columns

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

Vmax

@kaggle.cprimozi_robinhood_stock_popularity_history.vmax

117.06 kB
11,804 rows
2 columns

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

Vmbs

@kaggle.cprimozi_robinhood_stock_popularity_history.vmbs

150.04 kB
14,949 rows
2 columns

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

Vmc

@kaggle.cprimozi_robinhood_stock_popularity_history.vmc

154.24 kB
14,922 rows
2 columns

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

Vmd

@kaggle.cprimozi_robinhood_stock_popularity_history.vmd

43.98 kB
4,258 rows
2 columns

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

Vmi

@kaggle.cprimozi_robinhood_stock_popularity_history.vmi

149.18 kB
14,922 rows
2 columns

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

Vmm

@kaggle.cprimozi_robinhood_stock_popularity_history.vmm

148.26 kB
14,959 rows
2 columns

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

Vmo

@kaggle.cprimozi_robinhood_stock_popularity_history.vmo

147.97 kB
14,959 rows
2 columns

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

Vmot

@kaggle.cprimozi_robinhood_stock_popularity_history.vmot

148.02 kB
14,974 rows
2 columns

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

Vmw

@kaggle.cprimozi_robinhood_stock_popularity_history.vmw

160.74 kB
14,922 rows
2 columns

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

Vnce

@kaggle.cprimozi_robinhood_stock_popularity_history.vnce

151.09 kB
14,926 rows
2 columns

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

Vnda

@kaggle.cprimozi_robinhood_stock_popularity_history.vnda

154.89 kB
14,943 rows
2 columns

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

Vne

@kaggle.cprimozi_robinhood_stock_popularity_history.vne

136.64 kB
13,584 rows
2 columns

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

Vnet

@kaggle.cprimozi_robinhood_stock_popularity_history.vnet

153.23 kB
14,956 rows
2 columns

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

Vnla

@kaggle.cprimozi_robinhood_stock_popularity_history.vnla

148.53 kB
14,970 rows
2 columns

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

Vnm

@kaggle.cprimozi_robinhood_stock_popularity_history.vnm

153.89 kB
14,943 rows
2 columns

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

Vno

@kaggle.cprimozi_robinhood_stock_popularity_history.vno

150.78 kB
14,958 rows
2 columns

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

Vnom

@kaggle.cprimozi_robinhood_stock_popularity_history.vnom

156.83 kB
14,955 rows
2 columns

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

Vnq

@kaggle.cprimozi_robinhood_stock_popularity_history.vnq

167.62 kB
14,925 rows
2 columns

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

Vnqi

@kaggle.cprimozi_robinhood_stock_popularity_history.vnqi

154.92 kB
14,936 rows
2 columns

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

Vnrx

@kaggle.cprimozi_robinhood_stock_popularity_history.vnrx

151.24 kB
14,961 rows
2 columns

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

Vntr

@kaggle.cprimozi_robinhood_stock_popularity_history.vntr

154.75 kB
14,978 rows
2 columns

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

Vo

@kaggle.cprimozi_robinhood_stock_popularity_history.vo

153.97 kB
14,936 rows
2 columns

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

Voc

@kaggle.cprimozi_robinhood_stock_popularity_history.voc

154.12 kB
14,959 rows
2 columns

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

Vod

@kaggle.cprimozi_robinhood_stock_popularity_history.vod

159.13 kB
14,956 rows
2 columns

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

Voe

@kaggle.cprimozi_robinhood_stock_popularity_history.voe

150.82 kB
14,920 rows
2 columns

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

Volt

@kaggle.cprimozi_robinhood_stock_popularity_history.volt

149.12 kB
14,957 rows
2 columns

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

Vone

@kaggle.cprimozi_robinhood_stock_popularity_history.vone

149.34 kB
14,924 rows
2 columns

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

Vong

@kaggle.cprimozi_robinhood_stock_popularity_history.vong

152.8 kB
14,924 rows
2 columns

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

Vonv

@kaggle.cprimozi_robinhood_stock_popularity_history.vonv

148.71 kB
14,924 rows
2 columns

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

Voo

@kaggle.cprimozi_robinhood_stock_popularity_history.voo

172.79 kB
14,920 rows
2 columns

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

Voog

@kaggle.cprimozi_robinhood_stock_popularity_history.voog

163.76 kB
14,949 rows
2 columns

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

Voov

@kaggle.cprimozi_robinhood_stock_popularity_history.voov

157.09 kB
14,951 rows
2 columns

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

Vot

@kaggle.cprimozi_robinhood_stock_popularity_history.vot

152.15 kB
14,920 rows
2 columns

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

Vox

@kaggle.cprimozi_robinhood_stock_popularity_history.vox

150.8 kB
14,931 rows
2 columns

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

Voxx

@kaggle.cprimozi_robinhood_stock_popularity_history.voxx

151.96 kB
14,943 rows
2 columns

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

Voya

@kaggle.cprimozi_robinhood_stock_popularity_history.voya

150.31 kB
14,923 rows
2 columns

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

Vpc

@kaggle.cprimozi_robinhood_stock_popularity_history.vpc

85.67 kB
8,533 rows
2 columns

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

Vpg

@kaggle.cprimozi_robinhood_stock_popularity_history.vpg

149.55 kB
14,951 rows
2 columns

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

Vpl

@kaggle.cprimozi_robinhood_stock_popularity_history.vpl

150.15 kB
14,951 rows
2 columns

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

Vpu

@kaggle.cprimozi_robinhood_stock_popularity_history.vpu

157.21 kB
14,951 rows
2 columns

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

Vpv

@kaggle.cprimozi_robinhood_stock_popularity_history.vpv

148.01 kB
14,961 rows
2 columns

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

Vqt

@kaggle.cprimozi_robinhood_stock_popularity_history.vqt

147.88 kB
14,926 rows
2 columns

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

Vra

@kaggle.cprimozi_robinhood_stock_popularity_history.vra

153.36 kB
14,949 rows
2 columns

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

Vrai

@kaggle.cprimozi_robinhood_stock_popularity_history.vrai

85.63 kB
8,533 rows
2 columns

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

Vray

@kaggle.cprimozi_robinhood_stock_popularity_history.vray

9.22 kB
746 rows
2 columns

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

Vrca

@kaggle.cprimozi_robinhood_stock_popularity_history.vrca

140.07 kB
14,013 rows
2 columns

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

Vrex

@kaggle.cprimozi_robinhood_stock_popularity_history.vrex

149.09 kB
14,972 rows
2 columns

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

Vrig

@kaggle.cprimozi_robinhood_stock_popularity_history.vrig

147.84 kB
14,911 rows
2 columns

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

Vrml

@kaggle.cprimozi_robinhood_stock_popularity_history.vrml

154.73 kB
14,931 rows
2 columns

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