# ida-dataset by Ary Wibowo: AI Training Dataset
Source: https://savrn.com/datasets/ida-dataset
Markdown alternate of the page above; the site index is https://savrn.com/llms.txt

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## Dataset Card

Continuous knowledge datasets from the IDA Dataset Factory. - {name}.csv · {name}.jsonl · {name}.parquet (when available) · README.md See repository LICENSE. Public knowledge from trusted open sources.

Excerpt from the card by Ary Wibowo, licensed other.

## Structure

### default 1,269 rows

| Split | Rows | Size |
| --- | --- | --- |
| train | 1,269 | 787.6 KB |

Signal IDstringTitlestringIndustry IDstringSignal TypestringDescriptionstringSource EventstringDetected AtstringImplicationstringData SourcesstringNotesstringConfidencestringRetrieved AtstringSource URLstringVersionstring

## Details

Repository

ariew/ida-dataset

Publisher

Ary Wibowo

Task category

Text classification

Tags

ida, knowledge-factory, business-development

Size category

1K<n<10K

Languages

en, id

Revision

98c2006ce85ee0677bfcb957edd32ca2e811bc96

Last updated

2026-10-18

## Files

72 files, 3.0 MB in total.

Data53 files · 3.0 MB

Documentation18 files · 6.0 KB

Repository1 file · 2.5 KB

Every file

| File | Type | Size | SHA-256 |
| --- | --- | --- | --- |
| business_signal_library/business_signal_library.csv | Data | 1.2 MB | — |
| business_signal_library/business_signal_library.jsonl | Data | 1.5 MB | — |
| business_signal_library/business_signal_library.parquet | Data | 75.6 KB | a438dcc03897 |
| buyer_persona_library/buyer_persona_library.csv | Data | 173 B | — |
| buyer_persona_library/buyer_persona_library.jsonl | Data |  | — |
| buyer_persona_library/buyer_persona_library.parquet | Data | 176 B | 6b8d130935ae |
| case_study_library/case_study_library.csv | Data | 155 B | — |
| case_study_library/case_study_library.jsonl | Data |  | — |
| case_study_library/case_study_library.parquet | Data | 176 B | 6b8d130935ae |
| company_profile/company_profile.csv | Data | 284 B | — |
| company_profile/company_profile.jsonl | Data |  | — |
| company_profile/company_profile.parquet | Data | 176 B | 6b8d130935ae |
| competitor_library/competitor_library.csv | Data | 161 B | — |
| competitor_library/competitor_library.jsonl | Data |  | — |
| competitor_library/competitor_library.parquet | Data | 176 B | 6b8d130935ae |
| decision_maker_library/decision_maker_library.csv | Data | 168 B | — |
| decision_maker_library/decision_maker_library.jsonl | Data |  | — |
| decision_maker_library/decision_maker_library.parquet | Data | 176 B | 6b8d130935ae |
| discovery_question_library/discovery_question_library.csv | Data | 141 B | — |
| discovery_question_library/discovery_question_library.jsonl | Data |  | — |
| discovery_question_library/discovery_question_library.parquet | Data | 176 B | 6b8d130935ae |
| framework_library/framework_library.csv | Data | 155 B | — |
| framework_library/framework_library.jsonl | Data |  | — |
| framework_library/framework_library.parquet | Data | 176 B | 6b8d130935ae |
| industry_library/industry_library.csv | Data | 34.0 KB | — |
| industry_library/industry_library.jsonl | Data | 45.7 KB | — |
| industry_library/industry_library.parquet | Data | 26.8 KB | 8f8643ed1dac |
| metadata/statistics.json | Data | 4.4 KB | — |
| metadata/version.json | Data | 3.9 KB | — |
| opportunity_analysis/opportunity_analysis.csv | Data | 169 B | — |
| opportunity_analysis/opportunity_analysis.jsonl | Data |  | — |
| opportunity_analysis/opportunity_analysis.parquet | Data | 176 B | 6b8d130935ae |
| pain_point_library/pain_point_library.csv | Data | 180 B | — |
| pain_point_library/pain_point_library.jsonl | Data |  | — |
| pain_point_library/pain_point_library.parquet | Data | 176 B | 6b8d130935ae |
| product_catalog/product_catalog.csv | Data | 196 B | — |
| product_catalog/product_catalog.jsonl | Data |  | — |
| product_catalog/product_catalog.parquet | Data | 176 B | 6b8d130935ae |
| regulation_library/regulation_library.csv | Data | 173 B | — |
| regulation_library/regulation_library.jsonl | Data |  | — |
| regulation_library/regulation_library.parquet | Data | 176 B | 6b8d130935ae |
| risk_library/risk_library.csv | Data | 149 B | — |
| risk_library/risk_library.jsonl | Data |  | — |
| risk_library/risk_library.parquet | Data | 176 B | 6b8d130935ae |
| service_library/service_library.csv | Data | 195 B | — |
| service_library/service_library.jsonl | Data |  | — |
| service_library/service_library.parquet | Data | 176 B | 6b8d130935ae |
| solution_library/solution_library.csv | Data | 183 B | — |
| solution_library/solution_library.jsonl | Data |  | — |
| solution_library/solution_library.parquet | Data | 176 B | 6b8d130935ae |
| trend_library/trend_library.csv | Data | 144 B | — |
| trend_library/trend_library.jsonl | Data |  | — |
| trend_library/trend_library.parquet | Data | 176 B | 6b8d130935ae |
| README.md | Documentation | 3.1 KB | — |
| business_signal_library/README.md | Documentation | 181 B | — |
| buyer_persona_library/README.md | Documentation | 174 B | — |
| case_study_library/README.md | Documentation | 168 B | — |
| company_profile/README.md | Documentation | 162 B | — |
| competitor_library/README.md | Documentation | 168 B | — |
| decision_maker_library/README.md | Documentation | 176 B | — |
| discovery_question_library/README.md | Documentation | 184 B | — |
| framework_library/README.md | Documentation | 166 B | — |
| industry_library/README.md | Documentation | 165 B | — |
| opportunity_analysis/README.md | Documentation | 172 B | — |
| pain_point_library/README.md | Documentation | 168 B | — |
| product_catalog/README.md | Documentation | 162 B | — |
| regulation_library/README.md | Documentation | 168 B | — |
| risk_library/README.md | Documentation | 156 B | — |
| service_library/README.md | Documentation | 162 B | — |
| solution_library/README.md | Documentation | 164 B | — |
| trend_library/README.md | Documentation | 158 B | — |
| .gitattributes | Repository | 2.5 KB | — |

## License and Download

License

other

Access

No access gate

[Download from Ary Wibowo](https://huggingface.co/datasets/ariew/ida-dataset)

Released by Ary Wibowo through its official repository on Hugging Face.

## Ary Wibowo

[All models and datasets](https://savrn.com/model-publishers/ariew)

## Explore More

- [The dataset directory](https://savrn.com/datasets)
- [The model directory](https://savrn.com/models)
- [Research papers](https://savrn.com/papers)

## Source

- Repository metadata, read 2026-10-18.
- [Hugging Face record](https://huggingface.co/datasets/ariew/ida-dataset)
- [How the hub is built](https://savrn.com/model-hub/methodology)