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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'word_count', 'label', 'clean_text', 'cluster'})
This happened while the csv dataset builder was generating data using
hf://datasets/mziarehman4353/global-banking-policy-dataset/globla_banking_policy_dataset.csv (at revision f4b8e2f3022e3fe9fa8c3a758e7df1396e078524), [/tmp/hf-datasets-cache/medium/datasets/57078119036895-config-parquet-and-info-mziarehman4353-global-ban-bcfd56c0/hub/datasets--mziarehman4353--global-banking-policy-dataset/snapshots/f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/ISLAMIC_FINAL_DATASET.csv (origin=hf://datasets/mziarehman4353/global-banking-policy-dataset@f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/ISLAMIC_FINAL_DATASET.csv), /tmp/hf-datasets-cache/medium/datasets/57078119036895-config-parquet-and-info-mziarehman4353-global-ban-bcfd56c0/hub/datasets--mziarehman4353--global-banking-policy-dataset/snapshots/f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/WESTERN_FINAL_DATASET.csv (origin=hf://datasets/mziarehman4353/global-banking-policy-dataset@f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/WESTERN_FINAL_DATASET.csv), /tmp/hf-datasets-cache/medium/datasets/57078119036895-config-parquet-and-info-mziarehman4353-global-ban-bcfd56c0/hub/datasets--mziarehman4353--global-banking-policy-dataset/snapshots/f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/globla_banking_policy_dataset.csv (origin=hf://datasets/mziarehman4353/global-banking-policy-dataset@f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/globla_banking_policy_dataset.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
institution: string
system: string
region: string
year: double
type: string
source_url: string
text: string
label: string
clean_text: string
word_count: int64
cluster: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1510
to
{'institution': Value('string'), 'system': Value('string'), 'region': Value('string'), 'year': Value('float64'), 'type': Value('string'), 'source_url': Value('string'), 'text': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'word_count', 'label', 'clean_text', 'cluster'})
This happened while the csv dataset builder was generating data using
hf://datasets/mziarehman4353/global-banking-policy-dataset/globla_banking_policy_dataset.csv (at revision f4b8e2f3022e3fe9fa8c3a758e7df1396e078524), [/tmp/hf-datasets-cache/medium/datasets/57078119036895-config-parquet-and-info-mziarehman4353-global-ban-bcfd56c0/hub/datasets--mziarehman4353--global-banking-policy-dataset/snapshots/f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/ISLAMIC_FINAL_DATASET.csv (origin=hf://datasets/mziarehman4353/global-banking-policy-dataset@f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/ISLAMIC_FINAL_DATASET.csv), /tmp/hf-datasets-cache/medium/datasets/57078119036895-config-parquet-and-info-mziarehman4353-global-ban-bcfd56c0/hub/datasets--mziarehman4353--global-banking-policy-dataset/snapshots/f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/WESTERN_FINAL_DATASET.csv (origin=hf://datasets/mziarehman4353/global-banking-policy-dataset@f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/WESTERN_FINAL_DATASET.csv), /tmp/hf-datasets-cache/medium/datasets/57078119036895-config-parquet-and-info-mziarehman4353-global-ban-bcfd56c0/hub/datasets--mziarehman4353--global-banking-policy-dataset/snapshots/f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/globla_banking_policy_dataset.csv (origin=hf://datasets/mziarehman4353/global-banking-policy-dataset@f4b8e2f3022e3fe9fa8c3a758e7df1396e078524/globla_banking_policy_dataset.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
institution string | system string | region string | year float64 | type string | source_url string | text string |
|---|---|---|---|---|---|---|
IFSB | Islamic | Global | 2,023 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Financial-Services-Industry-Stability-Report-2023_En.pdf | ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2023 Islamic Financial Services Industry STABILITY REPORT 2023 Navigating a Challenging Global Financial Condition Published by: Islamic Financial Services Board Level 5, Sasana Kijang, Bank Negara Malaysia 2, Jalan Dato Onn, 50480 Kuala Lumpur, Malaysia Email: ifsb... |
IFSB | Islamic | Global | 2,015 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Financial-Services-Industry-Stability-Report-2015_En.pdf | ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2015 ISLAMIC FINANCIAL SERVICES BOARD ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2015 May 2015 Published in 2015 by Islamic Financial Services Board Level 5, Sasana Kijang, Bank Negara Malaysia 2, Jalan Dato Onn, 50480 Kuala Lumpur, Malaysia ISBN 978-967-5... |
IFSB | Islamic | Global | 2,013 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Financial-Services-Industry-Stability-Report-2013_En.pdf | ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2013 TABLE OF CONTENTS Glossary List of Abbreviations Foreword Executive Summary 1.0 Development of the Islamic Financial Services Industry 1.1 Overview of the Islamic Financial Services Industry 1.2 Trends in the Development of Islamic Banks 1.3 Trends in the Develo... |
IFSB | Islamic | Global | 2,018 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/IFSB-10th-Public-Lecture-on-Financial-Policy-and-Stability_En.pdf | I F S B 2018 O N F I N A N C 1 0 t h P U B L I I A L P O L I C Y A N D S T A B I L I T Y C L E C T U R E 2 0 1 8 K u w a i t C i t y , K u w a i t IFSB 10th PUBLIC LECTURE ON FINANCIAL POLICY AND STABILITY Islamic Finance Policies: Implications for Industry Stakeholders Lecture by H.E. Emeritus Professor Dr. Ishrat... |
IFSB | Islamic | Global | 2,024 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2025/10/IFSB-Annual-Report-2024.pdf | TABLE OF CONTENTS PREFACE Message from the Secretary-General Foreword from the IFSB Council Chairman 2024 About the IFSB IFSB 2024 YEAR IN HIGHLIGHTS SECTION I FINANCIAL SECTOR POLICY DEVELOPMENT STANDARDS DEVELOPMENT ONGOING RESEARCH ACTIVITIES SECTION 2 FINANCIAL STABILITY MONITORING PRUDENTIAL AND STRUCTURAL ISLAMIC... |
IFSB | Islamic | Global | 2,022 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/The-IFSB-bulletin-Twenty-second-Issue_En.pdf | 22nd Edition, April 2022 IFSB bulletin the 2021 in retrospective the ifsb bulletin & future ready 2022 Message by the Secretary-General Albeit another challenging year against pandemic, we remained resilient and rose to embrace the challenges. These are pivotal moments that nudged us an extra edge to benefit from the c... |
IFSB | Islamic | Global | 2,017 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Recovery-Resolution-and-Insolvency-for-Institutions-Offering-Islamic-Financial-Services-IIFS_En.pdf | 1 2 3 RECOVERY, RESOLUTION, AND INSOLVENCY: CRITICAL ISSUES FOR ISLAMIC FINANCIAL INSTITUTIONS 16TH ISLAMIC FINANCIAL STABILITY FORUM 11 DECEMBER 2017 KUALA LUMPUR, MALAYSIA MICHAEL J.T. MCMILLEN Focus on a few practical issues relating to the implementation of a recovery and resolution regime that is responsive to I... |
IFSB | Islamic | Global | 2,024 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2024/09/IFSB-Stability-Report-2024-8.pdf | ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2024 MAINTAINING FINANCIAL STABILITY IN A CHALLENGING RISK ENVIRONMENT Published by: Islamic Financial Services Board Level 5, Sasana Kijang, Bank Negara Malaysia 2, Jalan Dato Onn, 50480 Kuala Lumpur, Malaysia Email: ifsb_sec@ifsb.org All rights reserved. No part o... |
IFSB | Islamic | Global | 2,014 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Financial-Services-Industry-Stability-Report-2014_En.pdf | ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2014 ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2014 May 2014 1 Published in 2014 by Islamic Financial Services Board Level 5, Sasana Kijang, Bank Negara Malaysia 2, Jalan Dato Onn, 50480 Kuala Lumpur, Malaysia ISBN 978-967-5687-32-7 All rights reserved. N... |
IFSB | Islamic | Global | 2,021 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/WP-22_En.pdf | IFSB WORKING PAPER SERIES WP-22/12/2021 ASSESSING THE EFFECTIVENESS OF THE COVID-19 POLICY RESPONSES IN THE TAK FUL INDUSTRY December 2021 IFSB WORKING PAPER SERIES Technical and Research Department WP-22/12/2021 ASSESSING THE EFFECTIVENESS OF COVID-19 POLICY RESPONSES IN THE TAK FUL INDUSTRY Ajmal Bhatty Hanahn Khan N... |
IFSB | Islamic | Global | 2,023 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/12/WP-29-Regulatory-Practices-in-Islamic-Social-Finance._En.pdf | IFSB WORKING PAPER SERIES WP-29/12/2023 REGULATORY PRACTICES IN ISLAMIC SOCIAL FINANCE DECEMBER 2023 IFSB WORKING PAPER SERIES Standards Development and Research Department WP-29/12/2023 REGULATORY PRACTICES IN ISLAMIC SOCIAL FINANCE Abideen Adeyemi Adewale Ahmed Barakat December 2023 NOTE: IFSB Working Papers are publ... |
IFSB | Islamic | Global | 2,011 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/The-Determinants-of-Islamic-Financial-Development-and-the-Constraints-on-its-Growth_En.pdf | The views expressed in this publication are those of the author(s) and not necessarily the views of the Islamic Financial Services Board. The publication is available for download from the IFSB website (www.ifsb.org) Islamic Financial Services Board 2011. All rights reserved. Brief excerpts may be reproduced or transla... |
IFSB | Islamic | Global | 2,019 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Finance-and-the-SDGs_-Financial-Stability-Perspectives_En.pdf | Islamic Finance and the SDGs: Financial Stability Perspectives Abayomi A. Alawode Head of Islamic Finance Finance, Competitiveness and Innovation Global Practice 19th Islamic Financial Stability Forum April 28, 2019 The Sustainable Development Goals (SDGs): 1 In 2015, countries adopted a set of goals to end pov... |
IFSB | Islamic | Global | 2,014 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Preserving-the-Soundness-and-Stability-of-the-Islamic-Financial-Services-Industry_-The-Development-of-a-Financial-Safety-Net-Infrastructure_En.pdf | THE DEVELOPMENT OF A FINANCIAL SAFETY NET INFRASTRUCTURE FOR THE ISLAMIC FINANCIAL SERVICES INDUSTRY PRESENTED AT: 10th Islamic Financial Stability Forum Kuala Lumpur | 11 December 2014 Jaseem Ahmed Secretary-General Zahid ur Rehman Khokher Assistant Secretary-General AGENDA Financial Safety Nets and Islamic Financia... |
IFSB | Islamic | Global | 2,019 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Challenges-Opportunities-in-Global-Islamic-Finance-Industry-Stability_En.pdf | Challenges and opportunities in global Islamic finance industry stability December 2019 Speakers Biographies Henry MacNevin Associate Managing Director, Financial Institutions Group Nitish Bhojnagarwala Vice President Senior Credit Officer, Financial Institutions Group is currently an Associate Managing Henry MacNevi... |
IFSB | Islamic | Global | 2,014 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Standards-Implementation-FSB-and-IFSB_En.pdf | Standards Implementation FSB and IFSB Ravi Menon Managing Director, Monetary Authority of Singapore Discussant Remarks at 9th Islamic Financial Stability Forum Empire Hotel and Country Club, Bandar Seri Begawan, Brunei 27 March 2014 Thank Brunei Monetary Authority for warm hospitality and efficient arrangements... |
IFSB | Islamic | Global | 2,014 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Implementation-of-the-IFSB-Standards-and-Guiding-Principles_-Overview-and-Challenges_En.pdf | 1 2 3 9 t h I S L A M I C F I N A N C I A L S TA B I L I T Y F O R U M Implementation of the IFSB Standards and Guiding Principles: Overview and challenges Speakers: JASEEM AHMED Secretary-General Islamic Financial Services Board ZAHID UR REHMAN KHOKHER Assistance Secretary-General Islamic Financial Services Board IFSB... |
IFSB | Islamic | Global | 2,022 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2024/02/IFSB-4th-Innovation-Forum-4-1.pdf | 4TH IFSB INNOVATION FORUM Innovation for Sustainability and Regulations of Financial Services P R O C E E D I N G S Organised by: Co-hosted by: D O H A Q A T A R 1 4 S E P T E M B E R 2 0 2 2 O P E N I N G R E M A R K S 1 CONTENTS OPENING REMARKS Dr. Bello Lawal Danbatta The Secretary-General, Islamic Financial Servi... |
IFSB | Islamic | Global | 2,002 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Financial-Services-Industry-Development-_-Ten-Year-Framework-and-Strategies-A-MID-TERM-REVIEW_En.pdf | Islamic Financial Services Industry Development : Ten-Year Framework and Strategies ISLAMIC DEVELOPMENT BANK GROUP Establishment The Islamic Financial Services Board (IFSB), which is based in Kuala Lumpur, was officially inaugurated on 3 November 2002 and started operations on 10 March 2003. It serves as an internation... |
IFSB | Islamic | Global | 2,023 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2024/12/IFSB-AR2023-Gray.pdf | ANNUAL REPORT 2023 CONTENTS INTRODUCTION 4 Message from the Secretary-General 5 ABOUT THE IFSB 6 Establishment, Mandate and Objectives 7 Objectives of the IFSB 8 IFSB Membership 9 STANDARD SETTING 10 Key Milestones 13 Strategic Performance Plan (SPP 2022-2024) 13 Priorities of 3-Year Strategic Performance Plan (SPP 202... |
IFSB | Islamic | Global | 2,019 | IFSB Report | https://www.ifsb.org/wp-content/uploads/2023/10/Islamic-Financial-Services-Industry-Stability-Report-2019_En.pdf | I S L A M I C F I N A N C I A L S E R V I C E S I N D U S T R Y S T A B I L I T Y R E P O R T 2 0 1 9 http://www.ifsb.org ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2019 ISLAMIC FINANCIAL SERVICES BOARD ISLAMIC FINANCIAL SERVICES INDUSTRY STABILITY REPORT 2019 July 2019 Published by Islamic Financial Services... |
End of preview.
Global Banking Policy Dataset
Overview
This dataset contains monetary policy documents, financial governance standards, economic bulletins, and institutional reports collected from both Western and Islamic financial institutions.
The dataset was created for research in:
- Financial NLP
- Economic AI systems
- Retrieval-Augmented Generation (RAG)
- Large Language Model (LLM) fine-tuning
- Comparative financial analysis
- Islamic vs Western banking research
Included Institutions
Western Institutions
- Federal Reserve (USA)
- European Central Bank (ECB)
- Bank of England (BoE)
Islamic Institutions
- AAOIFI
- IFSB
- Islamic Development Bank (IsDB)
Dataset Structure
Each row contains:
| Column | Description |
|---|---|
| institution | Institution name |
| system | Western or Islamic |
| region | Geographic region |
| year | Publication year |
| type | Document/report type |
| source_url | Original source URL |
| text | Extracted cleaned text |
Files
| File | Description |
|---|---|
| GLOBAL_BANKING_DATASET.csv | Combined full dataset |
| WESTERN_FINAL_DATASET.csv | Western banking documents |
| ISLAMIC_FINAL_DATASET.csv | Islamic finance documents |
Potential Use Cases
- Financial sentiment analysis
- Monetary policy modeling
- Central bank communication analysis
- Islamic finance NLP
- Domain-specific LLM training
- Economic document classification
- Comparative governance research
Data Collection
The dataset was collected using Python web scraping pipelines from official institutional sources.
PDF reports were processed using:
- requests
- BeautifulSoup
- pdfminer.six
- pandas
License
Apache 2.0
Citation
If you use this dataset in research, please cite the repository.
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