Dataframe: P04:optionmetrics_spx_monthly -

Dataframe: P04:optionmetrics_spx_monthly -#

SPX options filtered to the last trading day of each month. This is the main raw options input used in the cleaning step and ultimately in implied-rate and strip-price estimation.

DataFrame Glimpse#

Rows: 760830
Columns: 16
$ date              <datetime[ns]> 2025-08-29 00:00:00
$ exdate            <datetime[ns]> 2030-12-20 00:00:00
$ cp_flag                    <str> 'P'
$ strike                     <f64> 12000.0
$ best_bid                   <f64> 3475.0
$ best_offer                 <f64> 3775.0
$ impl_volatility            <f64> 0.120326
$ delta                      <f64> -0.893851
$ gamma                      <f64> 6.8e-05
$ vega                       <f64> 1816.845
$ volume                     <f64> 0.0
$ open_interest              <f64> 4.0
$ mid_price                  <f64> 3625.0
$ days_to_maturity           <i64> 1939
$ year                       <i64> 2025
$ __index_level_0__          <i64> 15911562


Dataframe Manifest#

Dataframe Name

Dataframe ID

optionmetrics_spx_monthly

Data Sources

OptionMetrics IvyDB

Data Providers

WRDS

Links to Providers

Topic Tags

Type of Data Access

How is data pulled?

Constructed in pull_spx_options_and_zero_coupon.py by filtering raw SPX options to the month-end date within each calendar month.

Data available up to (min)

2025-08-29 00:00:00

Data available up to (max)

2025-08-29 00:00:00

Dataframe Path

/Users/jielin/Desktop/full_stack/p04_golez_jackwerth_2024/_data/optionmetrics_spx_monthly.parquet

Linked Charts:

  • None

Pipeline Manifest#

Pipeline Name

Holding Period Effects in Dividend Strip Returns

Pipeline ID

P04

Lead Pipeline Developer

Jie Lin and Zimeng Yi

Contributors

Jie Lin, Zimeng Yi

Git Repo URL

Pipeline Web Page

Pipeline Web Page

Date of Last Code Update

2026-03-16 00:21:10

OS Compatibility

Linked Dataframes

P04:crsp_sp500_daily
P04:crsp_treasury_returns
P04:fred_treasury_rates
P04:fama_french_factors
P04:fama_french_monthly
P04:optionmetrics_spx_raw
P04:optionmetrics_spx_monthly
P04:optionmetrics_zero_curve
P04:clean_options
P04:clean_zero_curve
P04:clean_rates
P04:clean_crsp_sp500_monthly
P04:implied_rates
P04:implied_rates_1y
P04:zero_curve_1y
P04:strip_prices
P04:all_strip_prices
P04:monthly_returns