Rawfin-tv/market-movers

Rawfin Market Movers

Short vertical video clips (720×1280, ~40 s) that explain one market move each, rendered automatically from live market data by rawfin.tv.

Each clip pairs a structured record (symbol, move, price, window, headline, ticker bar) with the rendered MP4. The dataset is meant for:

• benchmarking data-to-video and data-to-script generation on financial news;
• training or evaluating models that caption, classify or summarise short finance videos;
• studying how a quantitative signal becomes an editorial one-liner.

Pipeline

1. Market data is polled (equities, crypto, forex) and the strongest moves over 24 h or 7 d are selected.
2. A headline and an on-screen card are written from the record.
3. The clip is rendered with Remotion with a live ticker bar, then voiced and captioned.

Fields

field	type	description
id	string	Clip id on rawfin.tv
date	string	Render date (UTC)
asset_class	string	equity, crypto or forex
symbol	string	Ticker or pair
name	string	Instrument name
change_pct	float	Signed move in percent over window
price	float or null	Price shown on the card
currency	string	Quote currency
window	string	24h or 7d
headline	string	Caption shown at the bottom of the clip
file	string	Path of the MP4 in this repository
duration_s	float	Clip length in seconds
width, height	int	Pixels
ticker_bar	object	Instruments shown in the top bar with their move

Usage

from datasets import load_dataset
ds = load_dataset("Rawfin-tv/market-movers", split="train")
print(ds[0]["headline"], ds[0]["file"])

Notes

• Prices and moves are those displayed at render time. They are not a live feed and not investment advice.
• Volume grows as rawfin.tv publishes new clips.

License

CC BY 4.0. Credit Rawfin and link to https://rawfin.tv.