Dataframe: P01:crsp_monthly_stock - CRSP Monthly Stock Data

Dataframe: P01:crsp_monthly_stock - CRSP Monthly Stock Data#

Monthly stock-level data from CRSP including prices, returns, shares outstanding, and market capitalization. Contains 4.4M records covering 31,654 unique stocks from 1929-2024.

DataFrame Glimpse#

Rows: 3545636
Columns: 25
$ permno                    <i64> 10006
$ permco                    <i64> 22156
$ date             <datetime[ns]> 1929-12-31 00:00:00
$ ret                       <f64> -0.076779
$ retx                      <f64> -0.093023
$ shrout                    <i64> 600000
$ prc                       <f64> 78.0
$ vol                       <f64> 22600.0
$ cfacshr                   <f64> 7.26
$ cfacpr                    <f64> 7.26
$ primaryexch               <str> 'N'
$ siccd                     <i64> 3740
$ naics                     <str> '0'
$ issuertype                <str> 'ACOR'
$ securitytype              <str> 'EQTY'
$ securitysubtype           <str> 'COM'
$ sharetype                 <str> 'NS'
$ usincflg                  <str> 'Y'
$ tradingstatusflg          <str> 'A'
$ conditionaltype           <str> 'RW'
$ altprc                    <f64> 78.0
$ adj_shrout                <f64> 4356000.0
$ adj_prc                   <f64> 10.743801652892563
$ market_cap                <f64> 46800000.0
$ jdate            <datetime[ns]> 1929-12-31 00:00:00


Dataframe Manifest#

Dataframe Name

CRSP Monthly Stock Data

Dataframe ID

crsp_monthly_stock

Data Sources

CRSP

Data Providers

WRDS

Links to Providers

https://wrds-www.wharton.upenn.edu/

Topic Tags

Stock Returns, Market Data, Crsp

Type of Data Access

S,u,b,s,c,r,i,p,t,i,o,n, ,(,W,R,D,S,)

How is data pulled?

WRDS Python API

Data available up to (min)

N/A (large file)

Data available up to (max)

N/A (large file)

Dataframe Path

C:\Users\Zara\Documents\GitHub\FINM-Winter\full-stack-quant\p01_kelly_pruitt_2013_data\CRSP_monthly_stock.parquet

Download Data as Parquet

Parquet

Download Data as Excel

Excel

Linked Charts

None

Pipeline Manifest#

Pipeline Name

Market Expectations in the Cross-Section of Present Values

Pipeline ID

P01

Lead Pipeline Developer

Zara and Dylan

Contributors

Zara, Dylan

Git Repo URL

zaranip/p01_kelly_pruitt_2013

Pipeline Web Page

Pipeline Web Page

Date of Last Code Update

2026-03-05 23:55:41

OS Compatibility

Linked Dataframes

P01:crsp_monthly_stock
P01:crsp_market_returns
P01:compustat
P01:ccm_link
P01:ken_french_ff_factors
P01:ken_french_25_portfolios