|
--- |
|
configs: |
|
- config_name: cs |
|
data_files: cswiki-20240601-pages-meta-current.jsonl |
|
- config_name: ch |
|
data_files: chwiki-20240601-pages-meta-current.jsonl |
|
- config_name: cr |
|
data_files: crwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sk |
|
data_files: skwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bn |
|
data_files: bnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: iu |
|
data_files: iuwiki-20240601-pages-meta-current.jsonl |
|
- config_name: vi |
|
data_files: viwiki-20240601-pages-meta-current.jsonl |
|
- config_name: eo |
|
data_files: eowiki-20240601-pages-meta-current.jsonl |
|
- config_name: pi |
|
data_files: piwiki-20240601-pages-meta-current.jsonl |
|
- config_name: pt |
|
data_files: ptwiki-20240601-pages-meta-current.jsonl |
|
- config_name: to |
|
data_files: towiki-20240601-pages-meta-current.jsonl |
|
- config_name: aa |
|
data_files: aawiki-20240601-pages-meta-current.jsonl |
|
- config_name: lt |
|
data_files: ltwiki-20240601-pages-meta-current.jsonl |
|
- config_name: hu |
|
data_files: huwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ny |
|
data_files: nywiki-20240601-pages-meta-current.jsonl |
|
- config_name: ia |
|
data_files: iawiki-20240601-pages-meta-current.jsonl |
|
- config_name: cu |
|
data_files: cuwiki-20240601-pages-meta-current.jsonl |
|
- config_name: oc |
|
data_files: ocwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ce |
|
data_files: cewiki-20240601-pages-meta-current.jsonl |
|
- config_name: my |
|
data_files: mywiki-20240601-pages-meta-current.jsonl |
|
- config_name: sq |
|
data_files: sqwiki-20240601-pages-meta-current.jsonl |
|
- config_name: pl |
|
data_files: plwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sc |
|
data_files: scwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ik |
|
data_files: ikwiki-20240601-pages-meta-current.jsonl |
|
- config_name: kw |
|
data_files: kwwiki-20240601-pages-meta-current.jsonl |
|
- config_name: nl |
|
data_files: nlwiki-20240601-pages-meta-current.jsonl |
|
- config_name: nn |
|
data_files: nnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: hy |
|
data_files: hywiki-20240601-pages-meta-current.jsonl |
|
- config_name: ba |
|
data_files: bawiki-20240601-pages-meta-current.jsonl |
|
- config_name: km |
|
data_files: kmwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bm |
|
data_files: bmwiki-20240601-pages-meta-current.jsonl |
|
- config_name: et |
|
data_files: etwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sn |
|
data_files: snwiki-20240601-pages-meta-current.jsonl |
|
- config_name: th |
|
data_files: thwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ha |
|
data_files: hawiki-20240601-pages-meta-current.jsonl |
|
- config_name: he |
|
data_files: hewiki-20240601-pages-meta-current.jsonl |
|
- config_name: za |
|
data_files: zawiki-20240601-pages-meta-current.jsonl |
|
- config_name: tg |
|
data_files: tgwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ro |
|
data_files: rowiki-20240601-pages-meta-current.jsonl |
|
- config_name: ar |
|
data_files: arwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ve |
|
data_files: vewiki-20240601-pages-meta-current.jsonl |
|
- config_name: so |
|
data_files: sowiki-20240601-pages-meta-current.jsonl |
|
- config_name: su |
|
data_files: suwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ii |
|
data_files: iiwiki-20240601-pages-meta-current.jsonl |
|
- config_name: or |
|
data_files: orwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bs |
|
data_files: bswiki-20240601-pages-meta-current.jsonl |
|
- config_name: tl |
|
data_files: tlwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ps |
|
data_files: pswiki-20240601-pages-meta-current.jsonl |
|
- config_name: rn |
|
data_files: rnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: as |
|
data_files: aswiki-20240601-pages-meta-current.jsonl |
|
- config_name: ne |
|
data_files: newiki-20240601-pages-meta-current.jsonl |
|
- config_name: st |
|
data_files: stwiki-20240601-pages-meta-current.jsonl |
|
- config_name: fo |
|
data_files: fowiki-20240601-pages-meta-current.jsonl |
|
- config_name: fi |
|
data_files: fiwiki-20240601-pages-meta-current.jsonl |
|
- config_name: lg |
|
data_files: lgwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sg |
|
data_files: sgwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sl |
|
data_files: slwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bg |
|
data_files: bgwiki-20240601-pages-meta-current.jsonl |
|
- config_name: fr |
|
data_files: frwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ms |
|
data_files: mswiki-20240601-pages-meta-current.jsonl |
|
- config_name: sm |
|
data_files: smwiki-20240601-pages-meta-current.jsonl |
|
- config_name: kv |
|
data_files: kvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: yo |
|
data_files: yowiki-20240601-pages-meta-current.jsonl |
|
- config_name: mk |
|
data_files: mkwiki-20240601-pages-meta-current.jsonl |
|
- config_name: kr |
|
data_files: krwiki-20240601-pages-meta-current.jsonl |
|
- config_name: fy |
|
data_files: fywiki-20240601-pages-meta-current.jsonl |
|
- config_name: ff |
|
data_files: ffwiki-20240601-pages-meta-current.jsonl |
|
- config_name: si |
|
data_files: siwiki-20240601-pages-meta-current.jsonl |
|
- config_name: be |
|
data_files: bewiki-20240601-pages-meta-current.jsonl |
|
- config_name: ki |
|
data_files: kiwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ka |
|
data_files: kawiki-20240601-pages-meta-current.jsonl |
|
- config_name: la |
|
data_files: lawiki-20240601-pages-meta-current.jsonl |
|
- config_name: co |
|
data_files: cowiki-20240601-pages-meta-current.jsonl |
|
- config_name: is |
|
data_files: iswiki-20240601-pages-meta-current.jsonl |
|
- config_name: ks |
|
data_files: kswiki-20240601-pages-meta-current.jsonl |
|
- config_name: sw |
|
data_files: swwiki-20240601-pages-meta-current.jsonl |
|
- config_name: os |
|
data_files: oswiki-20240601-pages-meta-current.jsonl |
|
- config_name: id |
|
data_files: idwiki-20240601-pages-meta-current.jsonl |
|
- config_name: mr |
|
data_files: mrwiki-20240601-pages-meta-current.jsonl |
|
- config_name: el |
|
data_files: elwiki-20240601-pages-meta-current.jsonl |
|
- config_name: nv |
|
data_files: nvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: qu |
|
data_files: quwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ku |
|
data_files: kuwiki-20240601-pages-meta-current.jsonl |
|
- config_name: en |
|
data_files: enwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ga |
|
data_files: gawiki-20240601-pages-meta-current.jsonl |
|
- config_name: tk |
|
data_files: tkwiki-20240601-pages-meta-current.jsonl |
|
- config_name: mn |
|
data_files: mnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bo |
|
data_files: bowiki-20240601-pages-meta-current.jsonl |
|
- config_name: tr |
|
data_files: trwiki-20240601-pages-meta-current.jsonl |
|
- config_name: wo |
|
data_files: wowiki-20240601-pages-meta-current.jsonl |
|
- config_name: tn |
|
data_files: tnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: na |
|
data_files: nawiki-20240601-pages-meta-current.jsonl |
|
- config_name: dz |
|
data_files: dzwiki-20240601-pages-meta-current.jsonl |
|
- config_name: vo |
|
data_files: vowiki-20240601-pages-meta-current.jsonl |
|
- config_name: mh |
|
data_files: mhwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ak |
|
data_files: akwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ur |
|
data_files: urwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ht |
|
data_files: htwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bi |
|
data_files: biwiki-20240601-pages-meta-current.jsonl |
|
- config_name: io |
|
data_files: iowiki-20240601-pages-meta-current.jsonl |
|
- config_name: kl |
|
data_files: klwiki-20240601-pages-meta-current.jsonl |
|
- config_name: te |
|
data_files: tewiki-20240601-pages-meta-current.jsonl |
|
- config_name: ko |
|
data_files: kowiki-20240601-pages-meta-current.jsonl |
|
- config_name: rm |
|
data_files: rmwiki-20240601-pages-meta-current.jsonl |
|
- config_name: kg |
|
data_files: kgwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ca |
|
data_files: cawiki-20240601-pages-meta-current.jsonl |
|
- config_name: mg |
|
data_files: mgwiki-20240601-pages-meta-current.jsonl |
|
- config_name: cy |
|
data_files: cywiki-20240601-pages-meta-current.jsonl |
|
- config_name: ig |
|
data_files: igwiki-20240601-pages-meta-current.jsonl |
|
- config_name: gl |
|
data_files: glwiki-20240601-pages-meta-current.jsonl |
|
- config_name: 'no' |
|
data_files: nowiki-20240601-pages-meta-current.jsonl |
|
- config_name: eu |
|
data_files: euwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ee |
|
data_files: eewiki-20240601-pages-meta-current.jsonl |
|
- config_name: ss |
|
data_files: sswiki-20240601-pages-meta-current.jsonl |
|
- config_name: ab |
|
data_files: abwiki-20240601-pages-meta-current.jsonl |
|
- config_name: yi |
|
data_files: yiwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ho |
|
data_files: howiki-20240601-pages-meta-current.jsonl |
|
- config_name: gn |
|
data_files: gnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ja |
|
data_files: jawiki-20240601-pages-meta-current.jsonl |
|
- config_name: gu |
|
data_files: guwiki-20240601-pages-meta-current.jsonl |
|
- config_name: am |
|
data_files: amwiki-20240601-pages-meta-current.jsonl |
|
- config_name: om |
|
data_files: omwiki-20240601-pages-meta-current.jsonl |
|
- config_name: mi |
|
data_files: miwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ng |
|
data_files: ngwiki-20240601-pages-meta-current.jsonl |
|
- config_name: kj |
|
data_files: kjwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ln |
|
data_files: lnwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ug |
|
data_files: ugwiki-20240601-pages-meta-current.jsonl |
|
- config_name: xh |
|
data_files: xhwiki-20240601-pages-meta-current.jsonl |
|
- config_name: lo |
|
data_files: lowiki-20240601-pages-meta-current.jsonl |
|
- config_name: ru |
|
data_files: ruwiki-20240601-pages-meta-current.jsonl |
|
- config_name: zu |
|
data_files: zuwiki-20240601-pages-meta-current.jsonl |
|
- config_name: hi |
|
data_files: hiwiki-20240601-pages-meta-current.jsonl |
|
- config_name: kk |
|
data_files: kkwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ky |
|
data_files: kywiki-20240601-pages-meta-current.jsonl |
|
- config_name: da |
|
data_files: dawiki-20240601-pages-meta-current.jsonl |
|
- config_name: uk |
|
data_files: ukwiki-20240601-pages-meta-current.jsonl |
|
- config_name: zh |
|
data_files: zhwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sv |
|
data_files: svwiki-20240601-pages-meta-current.jsonl |
|
- config_name: gd |
|
data_files: gdwiki-20240601-pages-meta-current.jsonl |
|
- config_name: tw |
|
data_files: twwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ay |
|
data_files: aywiki-20240601-pages-meta-current.jsonl |
|
- config_name: fj |
|
data_files: fjwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sr |
|
data_files: srwiki-20240601-pages-meta-current.jsonl |
|
- config_name: az |
|
data_files: azwiki-20240601-pages-meta-current.jsonl |
|
- config_name: sd |
|
data_files: sdwiki-20240601-pages-meta-current.jsonl |
|
- config_name: fa |
|
data_files: fawiki-20240601-pages-meta-current.jsonl |
|
- config_name: sa |
|
data_files: sawiki-20240601-pages-meta-current.jsonl |
|
- config_name: li |
|
data_files: liwiki-20240601-pages-meta-current.jsonl |
|
- config_name: hr |
|
data_files: hrwiki-20240601-pages-meta-current.jsonl |
|
- config_name: se |
|
data_files: sewiki-20240601-pages-meta-current.jsonl |
|
- config_name: it |
|
data_files: itwiki-20240601-pages-meta-current.jsonl |
|
- config_name: lb |
|
data_files: lbwiki-20240601-pages-meta-current.jsonl |
|
- config_name: pa |
|
data_files: pawiki-20240601-pages-meta-current.jsonl |
|
- config_name: hz |
|
data_files: hzwiki-20240601-pages-meta-current.jsonl |
|
- config_name: jv |
|
data_files: jvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: cv |
|
data_files: cvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: wa |
|
data_files: wawiki-20240601-pages-meta-current.jsonl |
|
- config_name: es |
|
data_files: eswiki-20240601-pages-meta-current.jsonl |
|
- config_name: kn |
|
data_files: knwiki-20240601-pages-meta-current.jsonl |
|
- config_name: rw |
|
data_files: rwwiki-20240601-pages-meta-current.jsonl |
|
- config_name: dv |
|
data_files: dvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: gv |
|
data_files: gvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: af |
|
data_files: afwiki-20240601-pages-meta-current.jsonl |
|
- config_name: lv |
|
data_files: lvwiki-20240601-pages-meta-current.jsonl |
|
- config_name: mt |
|
data_files: mtwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ti |
|
data_files: tiwiki-20240601-pages-meta-current.jsonl |
|
- config_name: an |
|
data_files: anwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ty |
|
data_files: tywiki-20240601-pages-meta-current.jsonl |
|
- config_name: ts |
|
data_files: tswiki-20240601-pages-meta-current.jsonl |
|
- config_name: de |
|
data_files: dewiki-20240601-pages-meta-current.jsonl |
|
- config_name: uz |
|
data_files: uzwiki-20240601-pages-meta-current.jsonl |
|
- config_name: br |
|
data_files: brwiki-20240601-pages-meta-current.jsonl |
|
- config_name: tt |
|
data_files: ttwiki-20240601-pages-meta-current.jsonl |
|
- config_name: bh |
|
data_files: bhwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ie |
|
data_files: iewiki-20240601-pages-meta-current.jsonl |
|
- config_name: ml |
|
data_files: mlwiki-20240601-pages-meta-current.jsonl |
|
- config_name: ta |
|
data_files: tawiki-20240601-pages-meta-current.jsonl |
|
- config_name: av |
|
data_files: avwiki-20240601-pages-meta-current.jsonl |
|
license: mit |
|
language: |
|
- en |
|
- de |
|
- pt |
|
- es |
|
- fr |
|
- it |
|
tags: |
|
- wikipedia |
|
pretty_name: Wiki Talks |
|
--- |
|
|
|
# Wiki-Talks |
|
|
|
The Wiki-Talks dataset is a collection of conversational threads extracted from the talk pages on Wikipedia. |
|
This dataset captures collaborative dialogue, discussion patterns, and consensus-building among Wikipedia contributors. |
|
It is useful for NLP research focused on dialogue, sentiment analysis, and community dynamics. |
|
|
|
## Details |
|
Currently due to PyArrow incompatibility to the long recursive structures in the dataset there is an intrinsic incompatibility between the |
|
dataset formatting and PyArrow, which makes it impossible to load the dataset from HuggingFace. |
|
You can still generate the dataset on your own using the code available on [GitHub](https://github.com/lflage/wiki-talks) |
|
|
|
### Description |
|
|
|
The Wiki-Talks dataset contains discussion threads from Wikipedia’s talk pages. |
|
Each thread includes a conversation title, a main message, and nested replies, capturing the sequence and structure of discussions. |
|
This dataset provides a unique view into how contributors collaborate, negotiate meaning, and resolve conflicts when editing content on Wikipedia. |
|
|
|
- **Curated by:** @lflage |
|
- **License:** CC BY-SA 3.0 |
|
|
|
### Dataset Sources [optional] |
|
|
|
- **Repository:** [Wiki-Talks](https://github.com/lflage/wiki-talks) |
|
|
|
## Uses |
|
|
|
The Wiki-Talks dataset is intended for research and development in NLP fields that require structured conversational data. |
|
Some use cases include: |
|
|
|
- **Dialogue Modeling:** Training models for conversational agents that need to capture turn-taking and structured discourse. |
|
- **Sentiment Analysis:** Analyzing language use, tone, and sentiment in collaborative or contentious settings. |
|
- **Toxicity and Moderation:** Developing models for detecting inappropriate content and toxicity in user interactions. |
|
- **Discourse and Pragmatics Research:** Studying patterns of collaboration, argumentation, and consensus-building in online communities. |
|
|
|
## Dataset Structure |
|
|
|
The Wiki-Talks dataset is organized in a nested format to capture the hierarchical structure of conversations. Each thread contains: |
|
|
|
The `threads` column contains the nested thread structure. |
|
|
|
- `title` (str): The title of the discussion thread. |
|
- `message` (str): The main message initiating the conversation. |
|
- `replies` (list of reply objects): Each `reply` object contains: |
|
- `message` (str): The reply message. |
|
- `replies` (list of nested reply objects): Nested replies within the conversation, capturing deeper levels of response and discussion. |
|
|
|
``` |
|
thread = { "title": str, |
|
"message": str, |
|
"replies: list[reply]} |
|
reply = { "message": str, |
|
replies: list[reply]} |
|
``` |
|
|
|
## Dataset Creation |
|
|
|
### Source Data |
|
|
|
The data was collected from publicly available Wikipedia talk pages, more specifically the pages-meta-current. |
|
|
|
#### Data Collection and Processing |
|
|
|
Data was selected from Wikipedia's talk pages and processed to structure the threads and replies hierarchically. |
|
The dataset includes only messages from public Wikipedia dumps and was processed using WikiTextParser, lxml and python standard libraries. |
|
It uses the time signature of a comment on a thread to delimit a comment. |
|
|
|
### Recommendations |
|
|
|
When using this dataset, the following should be considered: |
|
|
|
- **Bias**: As Wikipedia is user-generated, discussions may reflect certain biases based on the contributors' demographics, interests, or viewpoints. |
|
- **Limitations**: Conversations may sometimes be off-topic or contain incomplete responses due to the open nature of Wikipedia. |
|
- **Technical**: The dataset can be large and memory-intensive due to nested structures; consider streaming methods for processing. |
|
|
|
## Citation [optional] |
|
|
|
For citation please refer to the original repository. |
|
|
|
## Contribution |
|
|
|
Refer to the [repository](https://github.com/lflage/wiki-talks) for how to contribute to expand the dataset |
