Joshua Della Vedova

Data Downloads

Full weekly history for every index. Refreshed every Sunday 22:00 Pacific.

Each index is published as a CSV with the complete weekly history since inception (November 2022). The master table merges all indices into a single date-indexed wide panel, analogous to the Baker-Wurgler sentiment file or Ken French's factor library.

Research use cases

Active research programs using or citable to this dataset include:

Ways to use this data

Python

import pandas as pd

url = "https://jdellavedova.com/data/polymarket_indices_weekly.csv"
dvpmi = pd.read_csv(url, parse_dates=["date"]).set_index("date")
dvpmi[["pwi_alpha", "bot_share", "alpha_gap"]].plot()

Stata

import delimited "https://jdellavedova.com/data/polymarket_indices_weekly.csv", ///
    varnames(1) clear
generate date_d = date(date, "YMD")
format date_d %td
tsset date_d
tsline pwi_alpha bot_share alpha_gap

R

library(tidyverse)

url <- "https://jdellavedova.com/data/polymarket_indices_weekly.csv"
dvpmi <- read_csv(url)
dvpmi %>% select(date, pwi_alpha, bot_share, alpha_gap) %>%
  pivot_longer(-date) %>% ggplot(aes(date, value, color = name)) + geom_line()

BibTeX

@techreport{dellavedova2026dvpmi,
  title       = {Della Vedova Prediction Market Indices},
  author      = {Della Vedova, Joshua},
  year        = {2026},
  version     = {0.1.0},
  institution = {University of San Diego, Knauss School of Business},
  url         = {https://jdellavedova.com},
  note        = {Weekly-updated dataset}
}

All URLs stable for the canonical release. For research that must reference an exact snapshot, cite the Zenodo DOI corresponding to the weekly release version (reported in the footer of every page). Column schemas follow semantic versioning; breaking changes trigger a major-version bump with a one-release deprecation window.

Master table

FileDescription
polymarket_indices_weekly.csvAll indices, wide format, date-indexed. Canonical citation file.

Per-index history

IndexFile
Probability Weighting (PWI)pwi_history.csv
Execution Edge (bot-retail gap)execution_history.csv
Execution by type (long)execution_by_type_history.csv
Bot Share of Volumebot_share_history.csv
Longshot / Favorite Price Gapprice_gap_history.csv
Market Efficiency Trendefficiency_history.csv

Snapshots

IndexFile
Market Calibration Curve (20 price bins)calibration_snapshot.csv
Private Information Index (PII)pii_snapshot.csv

License

Data released under Creative Commons Attribution 4.0 (CC BY 4.0). Please cite.

Citation

Della Vedova, J. (2026). Della Vedova Prediction Market Indices (DV-PMI). Version 0.1.0. https://jdellavedova.com