datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sms-spam-collection
SMS Spam Collection v.1
DESCRIPTION
The SMS Spam Collection v.1 (hereafter the corpus) is a set of SMS tagged messages that have been collected for SMS Spam research. It contains one set of SMS messages in English of 5,574 messages, tagged acording being ham (legitimate) or spam.
1.1. Compilation
This corpus has been collected from free or free for research sources at the Web:
A collection of between 425 SMS spam messages extracted manually from the Grumbletext Web… See the full description on the dataset page: https://huggingface.co/datasets/codesignal/sms-spam-collection.SMS_Spam_Multilingual_Collection_DatasetSMS Spam Multilingual Collection Dataset
Collection of Multilingual SMS messages tagged as spam or legitimate
About Dataset
Context
The SMS Spam Collection is a set of SMS-tagged messages that have been collected for SMS Spam research. It originally contained one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam and later Machine Translated into Hindi, German and French.
The text has been further translated into Spanish, Chinese, Arabic… See the full description on the dataset page: https://huggingface.co/datasets/dbarbedillo/SMS_Spam_Multilingual_Collection_Dataset.sms-otp-spam-dataset
📲 SMS OTP Spam Dataset
A synthetic dataset of 10,000 OTP-style SMS messages for spam classification tasks. The dataset includes both valid and spam-like messages, with labels for message validity and delivery status.
📊 Dataset Summary
Total samples: 10,000
Valid messages: 90%
Not valid (spam-like): 10%
Status types: delivered, failed, spam, bounced, expired
Each entry includes:
phone_id: Synthetic phone number
sms_text: Message content
label: valid or not valid… See the full description on the dataset page: https://huggingface.co/datasets/alusci/sms-otp-spam-dataset.SMS-spamThis dataset can be found on Kaggle, Huggingface and many other websites, but the source is from the research paper [Tiago], whose authors contributed it to
the Machine Learning repository at [UCI]. It contains 5,574 SMS messages, of which 747 massages are labeled as spam.
By nature, the messages are short and, in some cases, quite cryptic and personal.
The CSV file is a straightforward representation of the data.
References
[UCI] https://archive.ics.uci.edu/dataset/228/sms+spam+collection… See the full description on the dataset page: https://huggingface.co/datasets/bvk/SMS-spam.Spam_SMS
Description
The Spam SMS is a set of SMS-tagged messages that have been collected for SMS Spam research. It contains one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam.
Source: uciml/sms-spam-collection-dataset
sms-spam-classificationsms_spam_collectionsms_spam_categoryindian-scam-sms-synthetic-audited
Indian Scam SMS (synthetic, audited)
1,580 short messages that imitate SMS and WhatsApp scams and their genuine look-alikes in Indian
English, Hindi (Devanagari), Hinglish and four Roman-script code-mixed styles (Tamil, Telugu, Bengali,
Marathi with English). Every row was written by a large language model and then audited for label noise.
It exists to train and stress-test scam detectors on the hard negatives that public datasets lack:
real-looking bank, courier, bill and job… See the full description on the dataset page: https://huggingface.co/datasets/Ridham115/indian-scam-sms-synthetic-audited.SMS_Spam_Multilingual_Collection_DatasetSMS Spam Multilingual Collection Dataset
Collection of Multilingual SMS messages tagged as spam or legitimate
About Dataset
Context
The SMS Spam Collection is a set of SMS-tagged messages that have been collected for SMS Spam research. It originally contained one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam and later Machine Translated into Hindi, German and French.
The text has been further translated into Spanish, Chinese, Arabic… See the full description on the dataset page: https://huggingface.co/datasets/KumarSahil299885/SMS_Spam_Multilingual_Collection_Dataset.vietnamese_sms_dataset
Bộ dữ liệu SMS lừa đảo tiếng Việt được đảm bảo chất lượng (Official Release)
(English Below)
Chào mừng bạn đến với kho lưu trữ chính thức của Bộ dữ liệu SMS lừa đảo tiếng Việt được đảm bảo chất lượng.
Đây là một bộ dữ liệu được xây dựng nhằm phục vụ nghiên cứu trong các lĩnh vực an ninh mạng, xử lý ngôn ngữ tự nhiên (NLP) và học máy, với trọng tâm là bài toán phát hiện tin nhắn SMS rác/lừa đảo.
Bộ dữ liệu này được tổng hợp từ các tin nhắn SMS thực tế trong cuộc sống. Không… See the full description on the dataset page: https://huggingface.co/datasets/trannguyenthaituan/vietnamese_sms_dataset.sms-spam
SMS Spam
The SMS Spam Collection, deduplicated.
The original corpus, assembled by Almeida and Gómez Hidalgo in 2011, contains 5,574 SMS messages tagged as ham (legitimate) or spam. About seven percent of the rows are exact duplicates: the same message text appearing more than once. This release removes them and repairs a small set of encoding artifacts. The messages and labels are otherwise unchanged.
5,159 messages remain: 4,517 ham, 642 spam.
What is in it… See the full description on the dataset page: https://huggingface.co/datasets/jngb-labs/sms-spam.SMS_Spam_Multilingual_Collection_DatasetSMS Spam Multilingual Collection Dataset
Collection of Multilingual SMS messages tagged as spam or legitimate
About Dataset
Context
The SMS Spam Collection is a set of SMS-tagged messages that have been collected for SMS Spam research. It originally contained one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam and later Machine Translated into Hindi, German and French.
The text has been further translated into Spanish, Chinese, Arabic… See the full description on the dataset page: https://huggingface.co/datasets/mahrukhsaeed/SMS_Spam_Multilingual_Collection_Dataset.SMS-dataset-sample-10klicense: mit
language:
en
📌 Free 10K SMS Preview Dataset
This is a preview subset of the full OTP + OTP INTENT + Phishing dataset.
👉 For full 73K dataset:
https://huggingface.co/datasets/gandharvbakshi/SMS-dataset-OTP-OTP_INTENT_Phishing
SMS_Spam_Multilingual_Collection_DatasetSMS Spam Multilingual Collection Dataset
Collection of Multilingual SMS messages tagged as spam or legitimate
About Dataset
Context
The SMS Spam Collection is a set of SMS-tagged messages that have been collected for SMS Spam research. It originally contained one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam and later Machine Translated into Hindi, German and French.
The text has been further translated into Spanish, Chinese, Arabic… See the full description on the dataset page: https://huggingface.co/datasets/rjraj111/SMS_Spam_Multilingual_Collection_Dataset.SMSSpamSentiment
SMSSpamSentiment
tags: sentiment analysis, spam detection, machine learning
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'SMSSpamSentiment' dataset is a collection of SMS messages labeled with the sentiment of the content, where each message is either classified as 'spam' or 'ham' (non-spam). The dataset includes columns for the SMS message text and a label indicating the sentiment. For this dataset, labels are binary… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/SMSSpamSentiment.SMS_Spam_Multilingual_Collection_DatasetSMS Spam Multilingual Collection Dataset
Collection of Multilingual SMS messages tagged as spam or legitimate
About Dataset
Context
The SMS Spam Collection is a set of SMS-tagged messages that have been collected for SMS Spam research. It originally contained one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam and later Machine Translated into Hindi, German and French.
The text has been further translated into Spanish, Chinese, Arabic… See the full description on the dataset page: https://huggingface.co/datasets/bhoomee/SMS_Spam_Multilingual_Collection_Dataset.sms_spam_datasetvietnamese_sms_phishing_sample
Quality-Assured Vietnamese SMS Phishing Dataset (Sample Evaluation Corpus)
This repository provides an open-access 300-message evaluation sample of the Quality-Assured Vietnamese SMS Phishing Dataset, a leakage-controlled benchmark constructed using a closed-loop multi-annotator agreement framework and near-duplicate template deduplication (J ≥ 0.85).
Authors & Research Team
Trần Nguyễn Thái Tuấn (Lead Researcher & Project Lead)
Lê Hoàng Khang (Researcher)
Nguyễn… See the full description on the dataset page: https://huggingface.co/datasets/trannguyenthaituan/vietnamese_sms_phishing_sample.sift-sms-dataset
Sift SMS Scam Detection Dataset
Overview
This dataset was prepared for Sift, an AI-assisted SMS scam detection project. It contains scam and normal SMS messages used for training and evaluating a binary Logistic Regression classifier with word-level and character-level TF-IDF features.
Dataset Files
Original Data
scam-dataset-original.xlsx: Original scam message collection.
normal-dataset-original.xlsm: Original normal message collection.… See the full description on the dataset page: https://huggingface.co/datasets/Gwen1220/sift-sms-dataset.sms-ensemble-fittingtxt-sms-abbreviations
Dataset Card for TXT/SMS Abbreviations
1539 sms/text speak abbreviations. Note we have parsed through NLTK to give a field of whether its generally recognised a whole word. NB: Numbers are NOT noted as words. Be careful with numbers like 4 2 etc in your training data
Dataset Details
Dataset Description
A curated list of abbreviations commonly used in text messages and gaming chat and other places. We have tried to remove explanations and explicitly put a full… See the full description on the dataset page: https://huggingface.co/datasets/willwade/txt-sms-abbreviations.SMS_Spam_Multilingual_Collection_DatasetSMS Spam Multilingual Collection Dataset
Collection of Multilingual SMS messages tagged as spam or legitimate
About Dataset
Context
The SMS Spam Collection is a set of SMS-tagged messages that have been collected for SMS Spam research. It originally contained one set of SMS messages in English of 5,574 messages, tagged according to being ham (legitimate) or spam and later Machine Translated into Hindi, German and French.
The text has been further translated into Spanish, Chinese, Arabic… See the full description on the dataset page: https://huggingface.co/datasets/ashu0311/SMS_Spam_Multilingual_Collection_Dataset.aiwithcagri_trke-spam-sms-ve-sms-kategorileri
Türkçe Spam SMS ve SMS Kategorileri
Türkçe spam sms ve ham sms veri seti ayrıca sms kategorileri bulunmaktadır
Dataset Info
Source: Kaggle
Original Size: 0.53 MB
Kaggle Downloads: 39
Files: 2
Files
spam.csv
spam_sms.csv
Mirrored from Kaggle
SMS_ANNOTATION_V1sms-otp-spam-dataset
📲 SMS OTP Spam Dataset
A synthetic dataset of 10,000 OTP-style SMS messages for spam classification tasks. The dataset includes both valid and spam-like messages, with labels for message validity and delivery status.
📊 Dataset Summary
Total samples: 10,000
Valid messages: 90%
Not valid (spam-like): 10%
Status types: delivered, failed, spam, bounced, expired
Each entry includes:
phone_id: Synthetic phone number
sms_text: Message content
label: valid or not valid… See the full description on the dataset page: https://huggingface.co/datasets/shahanuralam/sms-otp-spam-dataset.SMS-spamThis dataset can be found on Kaggle, Huggingface and many other websites, but the source is from the research paper [Tiago], whose authors contributed it to
the Machine Learning repository at [UCI]. It contains 5,574 SMS messages, of which 747 massages are labeled as spam.
By nature, the messages are short and, in some cases, quite cryptic and personal.
The CSV file is a straightforward representation of the data.
References
[UCI] https://archive.ics.uci.edu/dataset/228/sms+spam+collection… See the full description on the dataset page: https://huggingface.co/datasets/parthhpatil200/SMS-spam.SmsBillTextsms_translation_greekSMS-dataset-sample-10klicense: mit
language:
en
📌 Free 10K SMS Preview Dataset
This is a preview subset of the full OTP + OTP INTENT + Phishing dataset.
👉 For full 73K dataset:
https://huggingface.co/datasets/gandharvbakshi/SMS-dataset-OTP-OTP_INTENT_Phishing