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VillanovaAI
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Multi-PlotQA

Tasks:

Visual Question Answering

Question Answering

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Subset (5)

en · 8.11M rows

Split (1)

train · 8.11M rows

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Multi-PlotQA

Multilingual chart question answering dataset. Each language is a separate config (subset).

Description

This dataset is a multilingual translation of PlotQA, a large-scale chart question answering benchmark built on synthetically generated bar, line and pie charts. PlotQA pairs rendered charts with template-based questions and answers about values, comparisons, trends and chart structure, and was originally released in English only.

Here, the questions and answers of PlotQA have been translated into Italian, French, German and Spanish using the large language model Qwen/Qwen3.5-122B-A10B. The charts were not simply reused: they were re-rendered in each of the four languages, translating the text embedded in the images as well (axis labels, tick labels, legends, titles and other in-chart text), so that the visual content is fully localized and consistent with the translated questions and answers. The English config (en) contains the original, untranslated data.

Qwen3.5-122B-A10B was chosen because it is a permissive model that does not impose restrictions on the use of the data it generates, which makes the resulting translations safe to redistribute under this dataset's license.

This is not a parallel dataset: the same entries are not present in every language. About 40% of the original PlotQA data is kept in English, while the remaining 60% is split across the other four languages. Each config is therefore a distinct subset of the source data, and the configs should not be aligned row by row.

Configs

config	language	rows	size	share of total
`en`	English	8,109,641	2.6 GB	~40%
`it`	Italian	3,031,539	998.4 MB	~15%
`fr`	French	3,057,816	1.1 GB	~15%
`de`	German	3,010,298	1.1 GB	~15%
`es`	Spanish	3,040,185	1.1 GB	~15%

Schema

column	type	description
`images`	`Image`	the rendered chart (PNG)
`messages`	`list[{role, content}]`	chat-format conversation: user turn holds the image + question, assistant turn holds the answer
`question`	`string`	the question in the config's language
`answer`	`string`	the answer (numeric answers are stored as strings)

Usage

from datasets import load_dataset

ds = load_dataset("VillanovaAI/Multi-PlotQA", "en", split="train")
print(ds[0]["question"])
print(ds[0]["answer"])
ds[0]["images"][0].show()

Notes

images is a single-element list containing the chart image.
messages follows the chat format used by vision-language models.

Downloads last month: 180

messages list	question string	answer string
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Is the number of dotlines equal to the number of legend labels ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	Is the number of dotlines equal to the number of legend labels ?	Yes
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the export of goods and services in 1992 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": ...	What is the export of goods and services in 1992 ?	2079310000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Across all years, what is the maximum export of goods and services ?" } ] }, { "role": "assistant", "content": [ { "type": "text"...	Across all years, what is the maximum export of goods and services ?	2079310000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Across all years, what is the minimum imports of goods and services ?" } ] }, { "role": "assistant", "content": [ { "type": "text...	Across all years, what is the minimum imports of goods and services ?	1609040000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "In which year was the imports of goods and services maximum?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	In which year was the imports of goods and services maximum?	1992
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the total export of goods and services in the graph ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the total export of goods and services in the graph ?	6572410000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the difference between the export of goods and services in 1989 and that in 1990 ?" } ] }, { "role": "assistant", "content": [ { ...	What is the difference between the export of goods and services in 1989 and that in 1990 ?	-152230000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the difference between the export of goods and services in 1991 and the imports of goods and services in 1992?" } ] }, { "role": "assistant...	What is the difference between the export of goods and services in 1991 and the imports of goods and services in 1992?	-1805550000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the average imports of goods and services per year?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the average imports of goods and services per year?	2306240000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "In the year 1989, what is the difference between the imports of goods and services and export of goods and services ?" } ] }, { "role": "assistant"...	In the year 1989, what is the difference between the imports of goods and services and export of goods and services ?	444270000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "In how many years, is the imports of goods and services greater than 900000000 LCU?" } ] }, { "role": "assistant", "content": [ { ...	In how many years, is the imports of goods and services greater than 900000000 LCU?	4
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the ratio of the imports of goods and services in 1989 to that in 1991?" } ] }, { "role": "assistant", "content": [ { "ty...	What is the ratio of the imports of goods and services in 1989 to that in 1991?	0.7453493468922592
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Is the difference between the export of goods and services in 1990 and 1991 greater than the difference between the imports of goods and services in 1990 and 1991 ?"...	Is the difference between the export of goods and services in 1990 and 1991 greater than the difference between the imports of goods and services in 1990 and 1991 ?	Yes
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the difference between the highest and the second highest export of goods and services ?" } ] }, { "role": "assistant", "content": [ ...	What is the difference between the highest and the second highest export of goods and services ?	250780000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the difference between the highest and the lowest imports of goods and services ?" } ] }, { "role": "assistant", "content": [ { ...	What is the difference between the highest and the lowest imports of goods and services ?	2025040000
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Is the sum of the imports of goods and services in 1989 and 1991 greater than the maximum export of goods and services across all years ?" } ] }, { ...	Is the sum of the imports of goods and services in 1989 and 1991 greater than the maximum export of goods and services across all years ?	Yes
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Is the imports of goods and services strictly less than the export of goods and services over the years ?" } ] }, { "role": "assistant", "conte...	Is the imports of goods and services strictly less than the export of goods and services over the years ?	No
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "How many dotlines are there ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "2" } ] }...	How many dotlines are there ?	2
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "How many years are there in the graph ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "4" }...	How many years are there in the graph ?	4
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the difference between two consecutive major ticks on the Y-axis ?" } ] }, { "role": "assistant", "content": [ { "type": ...	What is the difference between two consecutive major ticks on the Y-axis ?	500000000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Are the values on the major ticks of Y-axis written in scientific E-notation ?" } ] }, { "role": "assistant", "content": [ { "typ...	Are the values on the major ticks of Y-axis written in scientific E-notation ?	No
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Does the graph contain grids ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "Yes" } ] ...	Does the graph contain grids ?	Yes
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "How many legend labels are there ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "2" } ...	How many legend labels are there ?	2
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the title of the graph ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "Total trade of go...	What is the title of the graph ?	Total trade of goods and services in Bhutan
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the label or title of the X-axis ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "Year" ...	What is the label or title of the X-axis ?	Year
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the label or title of the Y-axis ?" } ] }, { "role": "assistant", "content": [ { "type": "text", "text": "Trade (...	What is the label or title of the Y-axis ?	Trade (in Local Currency Unit)
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) of Exports in 1989 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) of Exports in 1989 ?	1256170000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) of Imports in 1989 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) of Imports in 1989 ?	1700440000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) in Exports in 1990 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) in Exports in 1990 ?	1408400000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) of Imports in 1990 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) of Imports in 1990 ?	1609040000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) in Exports in 1991 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) in Exports in 1991 ?	1828530000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) of Imports in 1991 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) of Imports in 1991 ?	2281400000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) in Exports in 1992 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) in Exports in 1992 ?	2079310000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the Trade (in Local Currency Unit) of Imports in 1992 ?" } ] }, { "role": "assistant", "content": [ { "type": "text", ...	What is the Trade (in Local Currency Unit) of Imports in 1992 ?	3634080000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Across all years, what is the maximum Trade (in Local Currency Unit) in Exports ?" } ] }, { "role": "assistant", "content": [ { "...	Across all years, what is the maximum Trade (in Local Currency Unit) in Exports ?	2079310000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Across all years, what is the maximum Trade (in Local Currency Unit) in Imports ?" } ] }, { "role": "assistant", "content": [ { "...	Across all years, what is the maximum Trade (in Local Currency Unit) in Imports ?	3634080000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Across all years, what is the minimum Trade (in Local Currency Unit) in Exports ?" } ] }, { "role": "assistant", "content": [ { "...	Across all years, what is the minimum Trade (in Local Currency Unit) in Exports ?	1256170000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "Across all years, what is the minimum Trade (in Local Currency Unit) in Imports ?" } ] }, { "role": "assistant", "content": [ { "...	Across all years, what is the minimum Trade (in Local Currency Unit) in Imports ?	1609040000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the total Trade (in Local Currency Unit) in Exports in the graph ?" } ] }, { "role": "assistant", "content": [ { "type": ...	What is the total Trade (in Local Currency Unit) in Exports in the graph ?	6572410000.0
[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What is the total Trade (in Local Currency Unit) of Imports in the graph ?" } ] }, { "role": "assistant", "content": [ { "type": ...	What is the total Trade (in Local Currency Unit) of Imports in the graph ?	9224960000.0