Datasets:

Formats:
parquet
Languages:
English
ArXiv:
Libraries:
Datasets
pandas
License:
File size: 1,859 Bytes
9005e15
88f4bc6
c179022
041f3e5
 
 
 
c179022
 
 
 
 
9005e15
 
 
ff0be33
 
 
9961372
ff0be33
9961372
 
 
88f4bc6
 
913255a
 
88f4bc6
 
 
 
 
 
 
 
 
 
 
913255a
 
 
d12183a
ed7d95e
 
 
913255a
d77c84d
 
e1f8e68
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
---
license: apache-2.0

configs:
- config_name: default
  data_files:
  - split: train
    path: "train.csv"
  - split: test
    path: "test.csv"
  - split: validation
    path: "validation.csv"
language:
- en
size_categories:
- 1M<n<10M
tags:
- misinformation
- text
pretty_name: Misinformation Detection Dataset
Modalities:
- Text

---

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/4A71TywMqjPmfiEdqy4KJ.png)

# Misinfo Detection Dataset

## Dataset Description

- **Homepage:** https://yxguan.github.io/ComplexData-Misinfo-test1/
- **Repository:** https://github.com/ComplexData-MILA/misinfo-datasets
- **Paper:** https://arxiv.org/abs/2104.06952

### Dataset Summary

Misinformation is a challenging societal issue, and mitigating solutions are difficult to create due to data deficiencies. To address this problem, we have curated the largest collection of (mis)information datasets in the literature, totaling 72. From these, we evaluated the quality of all of the 32 datasets that consist of statements or claims. If you would like to contribute a novel dataset or report any issues, please email us or visit our GitHub.
Please refer to our [paper](https://arxiv.org/abs/2104.06952) for further details.

### Team
This dataset is made available by [Complex Data Lab](https://complexdatalabmcgill.github.io/), a group composed of researchers from University of Montreal and McGill University.
The lab is led by [Dr. Reihaneh Rabbany](https://complexdatalabmcgill.github.io/team/reihaneh+rabbany) and [Dr. Jean-François Godbout
](https://jf-godbout.github.io/)


![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/LgNMMbJFsLFV_Th2a8vgZ.jpeg)

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/GSQqT28He0GUx9WO0tSFs.png)