---
language:
- en
license: cc-by-nc-nd-4.0
task_categories:
- text-classification
tags:
- code
- finance
dataset_info:
  features:
  - name: image
    dtype: image
  - name: text
    dtype: string
  splits:
  - name: train
    num_bytes: 4134124
    num_examples: 25
  download_size: 3713381
  dataset_size: 4134124
---

# Spam Text Messages Dataset

The SMS spam dataset contains a collection of text messages. The dataset includes a diverse range of spam messages, including *promotional offers, fraudulent schemes, phishing attempts, and other forms of unsolicited communication*.

Each SMS message is represented as a string of text, and each entry in the dataset also has a link to the corresponding screenshot. The dataset's content represents real-life examples of spam messages that users encounter in their everyday communication.

### The dataset's possible applications:
- spam detection
- fraud detection
- customer support automation
- trend and sentiment analysis
- educational purposes
- network security

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2Fbb49e9783917bb524ecd11b085375a28%2FMacBook%20Air%20-%201%20(2).png?generation=1689765543776590&alt=media)

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/datasets**](https://trainingdata.pro/datasets/spambase?utm_source=huggingface&utm_medium=cpc&utm_campaign=spam-text-messages-dataset) to discuss your requirements, learn about the price and buy the dataset.

# Content

- **images**: includes screenshots of spam messages
- **.csv** file: contains information about the dataset

### File with the extension .csv

includes the following information:

- **image**: link to the screenshot with the spam message,
- **text**: text of the spam message

# Spam messages might be collected in accordance with your requirements.

## [TrainingData](https://trainingdata.pro/datasets/spambase?utm_source=huggingface&utm_medium=cpc&utm_campaign=spam-text-messages-dataset) provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**

TrainingData's GitHub: **https://github.com/trainingdata-pro**

*keywords: sms spam collection, labeled messages, mobile phone spam, spam sms dataset, sms spam classification, spam or not-spam, spam sms database, spam detection system, sma spamming data set, spam filtering system, spambase, feature extraction, spam ham email dataset, classifier, machine learning algorithms, cybersecurity, text dataset, sentiment analysis, llm dataset, language modeling, large language models, text classification, text mining dataset, natural language texts, nlp, nlp open-source dataset, text data*