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---
license: mit
task_categories:
- token-classification
dataset_info:
features:
- name: transcript
dtype: string
- name: protein
dtype: string
- name: mapped_to
dtype: string
- name: species
dtype: string
splits:
- name: train
num_bytes: 169280946
num_examples: 1763994
configs:
- config_name: default
data_files:
- split: train
path: filtered_mapped_orthologs.csv
tags:
- biology
- chemistry
- zoonomia
- sequence
- DNA
- protein
- transcript
pretty_name: Zoonomica Mapped Orthologs
size_categories:
- 10M<n<100M
---
# Zoonomia Filtered Orthologs Dataset
This dataset has been filtered to remove:
1. Proteins longer than 1000 amino acids
2. Proteins with more than {MAX_NUMBER_ORTHOLOGS} orthologs in any species
Original number of mapped orthologs: {len(all_mapped_ortholog_df)}
Filtered number of mapped orthologs: {num_examples}
## Dataset Description
- **Point of Contact:** [Your Name or Organization]
- **Dataset Summary:** This dataset provides information about orthologous proteins across various species from the Zoonomia Project, mapped to human proteins.
- **Supported Tasks:** Comparative genomics, evolutionary studies, protein function prediction
- **Languages:** Not applicable (genomic data)
- **Source Data:** [Zoonomia Project](http://genome.senckenberg.de/download/TOGA/human_hg38_reference/)
## Dataset Structure
The dataset consists of a single CSV file with the following columns:
- `transcript`: Human transcript ID
- `protein`: Human protein name
- `mapped_to`: Non-human (query) organism transcript ID
- `species`: Name of the query species
## Data Splits
This dataset contains only a train split, which includes all the data.
## Dataset Creation
### Curation Rationale
This dataset was created to facilitate comparative genomics studies and to provide easy access to ortholog mappings across various species from the Zoonomia Project.
### Source Data
The source data was obtained from the Zoonomia Project, specifically from protein alignment files available at http://genome.senckenberg.de/download/TOGA/human_hg38_reference/.
### Annotations
The dataset does not contain additional annotations beyond the ortholog mappings provided in the original data.
## Considerations for Using the Data
### Social Impact of Dataset
This dataset can contribute to advancements in comparative genomics and evolutionary studies, potentially leading to better understanding of genetic diseases and evolutionary processes.
### Discussion of Biases
The dataset may have biases inherent in the original data collection and alignment processes used by the Zoonomia Project. Users should be aware of potential biases in species representation and alignment quality.
### Other Known Limitations
- The dataset only includes species available in the Zoonomia Project.
- Alignment quality may vary across different species and proteins.
## Additional Information
### Dataset Curators
[Your Name or Organization]
### Licensing Information
{license}
### Citation Information
If you use this dataset, please cite both this dataset and the original Zoonomia Project:
[Include citation for this dataset and the Zoonomia Project]
### Contributions
Thanks to the Zoonomia Project for making the original data available. |