Dataframe: P0:ff_factors - Fama-French Factors#

Fama-French Factors#

This dataset contains the Fama-French 5 factors, Momentum, and Short-Term Reversal factors.

DataFrame Glimpse#

Rows: 1508
Columns: 4
$ Mkt-RF <f64> -0.0076
$ SMB    <f64> 0.0007000000000000001
$ HML    <f64> -0.0009
$ RF     <f64> 0.0002


Dataframe Manifest#

Dataframe Name

Fama-French Factors

Dataframe ID

ff_factors

Data Sources

WRDS

Data Providers

Fama-French

Links to Providers

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

Topic Tags

Asset Pricing, Factors

Type of Data Access

S,u,b,s,c,r,i,p,t,i,o,n

How is data pulled?

WRDS API via Python

Data available up to (min)

None

Data available up to (max)

None

Dataframe Path

/Users/yandong/Documents/GitHub/p02_van_binsbergen_han_lopez-lira_2022/_data/FF_FACTORS.parquet

Linked Charts:

Pipeline Manifest#

Pipeline Name

Man vs. Machine Learning

Pipeline ID

P0

Lead Pipeline Developer

Dong Yan, Yilong Lin

Contributors

Dong Yan, Yilong Lin

Git Repo URL

Pipeline Web Page

Pipeline Web Page

Date of Last Code Update

2026-02-06 15:21:11

OS Compatibility

Linked Dataframes

P0:crsp_m
P0:compa
P0:ibes_forecast
P0:ff_factors
P0:fred