Chart: Fama-French Explore#

Exploratory chart for FF factors.

Chart#

Sources: WRDS

Full Screen Chart

Fama-French Explore#

Exploratory chart for FF factors.

Chart Specs#

Chart Name

Fama-French Explore

Chart ID

explore_ff

Topic Tags

Factors, Exploratory

Data Series Start Date

1986-01-01

Data Frequency

Monthly

Observation Period

Month End

Lag in Data Release

Variable

Data Release Timing

Seasonal Adjustment

None

Units

Percent

Data Series

m, k, t, r, f

HTML Chart

HTML

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)

Data available up to (max)

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