title_prospectus
stringlengths 13
55
| href_prospectus
stringlengths 79
119
| pdf_prospectus
stringlengths 71
71
| content_whole_prospectus
stringlengths 665k
2.33M
| __index_level_0__
int64 0
99
|
|---|---|---|---|---|
eMudhra Limited - Prospectus | https://www.sebi.gov.in/filings/public-issues/may-2022/emudhra-limited-prospectus_59248.html | https://www.sebi.gov.in/sebi_data/attachdocs/may-2022/1653629179099.pdf | "PROSPECTUS\n\nDated May 25, 2022\n\nPlease read section 32 of the Companies Act, 2013\n100% Book Bu(...TRUNCATED) | 3 |
Veranda Learning Solutions Limited - Prospectus | "https://www.sebi.gov.in/filings/public-issues/apr-2022/veranda-learning-solutions-limited-prospectu(...TRUNCATED) | https://www.sebi.gov.in/sebi_data/attachdocs/apr-2022/1649135189993.pdf | "PROSPECTUS\n\nDated April 4, 2022\n\nPlease read Section 32 of the Companies Act, 2013\n100% Book B(...TRUNCATED) | 62 |
HP Adhesives Limited - Prospectus | https://www.sebi.gov.in/filings/public-issues/dec-2021/hp-adhesives-limited-prospectus_54827.html | https://www.sebi.gov.in/sebi_data/attachdocs/dec-2021/1640076626700.pdf | "PROSPECTUS\nDated: December 20, 2021\n\nPlease read section 32 of the Companies Act, 2013\nBook-Bui(...TRUNCATED) | 23 |
Suryoday Small Finance Bank Limited | "https://www.sebi.gov.in/filings/public-issues/mar-2021/suryoday-small-finance-bank-limited_49585.ht(...TRUNCATED) | https://www.sebi.gov.in/sebi_data/attachdocs/mar-2021/1616388332886.pdf | "PRosPECTUS\nDated Mareh 20, 2021\n\nlease read Section 32 ofthe Companies Act, 2013,\n‘ook Built (...TRUNCATED) | 76 |
Aether Industries Limited - Prospectus | "https://www.sebi.gov.in/filings/public-issues/may-2022/aether-industries-limited-prospectus_59353.h(...TRUNCATED) | https://www.sebi.gov.in/sebi_data/attachdocs/may-2022/1653979110197.pdf | "PROSPECTUS\nDated May 27, 2022\n\nA (Please read Section 26 of the Companies Act, 2013)\n\n100% Boo(...TRUNCATED) | 51 |
AGS Transact Technologies Limited | "https://www.sebi.gov.in/filings/public-issues/jan-2022/ags-transact-technologies-limited_55527.html(...TRUNCATED) | https://www.sebi.gov.in/sebi_data/attachdocs/jan-2022/1643088829506.pdf | "PROSPECTUS\nDated January 22, 2022\n\nPlease read Section 32 ofthe Companies Act, 2013\nBook Built (...TRUNCATED) | 17 |
Fabino Life Sciences Limited-SME IPO | "https://www.sebi.gov.in/filings/public-issues/dec-2021/fabino-life-sciences-limited-sme-ipo_55093.h(...TRUNCATED) | https://www.sebi.gov.in/sebi_data/attachdocs/dec-2021/1640841706274.pdf | "TABLE OF CONTENTS\n\nSECTION I - GENERA!\n\nDEFINITIONS AND ABBREVIATIONS...\nCERTAIN CONVENTIONS; (...TRUNCATED) | 68 |
Vedant Fashion -Prospectus | https://www.sebi.gov.in/filings/public-issues/feb-2022/vedant-fashion-prospectus_55991.html | https://www.sebi.gov.in/sebi_data/attachdocs/feb-2022/1644466659228.pdf | "PROSPECTUS\nDated February 9, 2022\n\nPlease read section 32 of the Companies Act, 2013\nBook Built(...TRUNCATED) | 15 |
Ethos Limited | https://www.sebi.gov.in/filings/public-issues/may-2022/ethos-limited_59277.html | https://www.sebi.gov.in/sebi_data/attachdocs/may-2022/1653649732374.pdf | "Prospectus\nDated May 25, 2022,\n\nPlease read section 32 of the Companies Act, 2013\n100% Book Bui(...TRUNCATED) | 52 |
One97 Communications Limited - Prospectus | "https://www.sebi.gov.in/filings/public-issues/nov-2021/one97-communications-limited-prospectus_5393(...TRUNCATED) | https://www.sebi.gov.in/sebi_data/attachdocs/nov-2021/1636976359773.pdf | "Corporate Matters” on page 218.\n\npayfiti\na\n\nONE 97 COMMUNICATIONS LIMITED\n‘Our Company wa(...TRUNCATED) | 38 |
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Dataset Card for Dataset Name
Dataset Summary
Prospectus text mining is very important for the investor community to identify major risks. factors and evaluate the use of the amount to be raised during an IPO. For this dataset author downloaded 100 prospectuses from the Indian Market Regulator website. The dataset contains the URL and OCR text for 100 prospectuses. Further, the author released a Roberta LM and sentence transformer for usage.
Supported Tasks and Leaderboards
N.A.
Languages
ENGLISH
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
There are 4 columns: title_prospectus: Title of the IPO prospectus href_prospectus: Location of HTML pdf_prospectus : Pdf of prospectus content_whole_prospectus: OCR text for the whole prospectus
Data Splits
N.A.
Dataset Creation
Curation Rationale
Prospectus text mining
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
This will help investors and the merchant bank community explore prospectuses in a more automated way, thus saving time.
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
[More Information Needed]
Citation Information
@misc{ROBERTA GOES FOR IPO: PROSPECTUS ANALYSIS WITH LANGUAGE MODELS FOR INDIAN INITIAL PUBLIC OFFERINGS,
author = {Abhishek Mishra and Yogendra Sisodia},
title = {ROBERTA GOES FOR IPO: PROSPECTUS ANALYSIS WITH LANGUAGE MODELS FOR INDIAN INITIAL PUBLIC OFFERINGS},
year = {2022},
url = {https://aircconline.com/csit/papers/vol12/csit121905.pdf},
}
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