
# Dataset Card for SP500-EDGAR-10K

## Dataset Description

- **Homepage:** 
- **Repository:** 
- **Paper:** 
- **Leaderboard:** 
- **Point of Contact:** 

### Dataset Summary

This dataset contains the annual reports for all SP500 historical constituents from 2010-2022 from SEC EDGAR Form 10-K filings.
It also contains n-day future returns of each firm's stock price from each filing date.

## Dataset Structure

### Data Fields

[More Information Needed]

### Data Splits

[More Information Needed]

## Dataset Creation

### Source Data

#### Initial Data Collection and Normalization

10-K filings data was collected and processed using `edgar-crawler` available <a href='https://github.com/nlpaueb/edgar-crawler'>here.</a>
Return data was computed manually from other price data sources. 

### Annotations

#### Annotation process

N/A

#### Who are the annotators?

N/A

### Personal and Sensitive Information

N/A

## Considerations for Using the Data

### Social Impact of Dataset

N/A

### Discussion of Biases

The firms in the dataset are constructed from historical SP500 membership data, removing survival biases.

### Other Known Limitations

N/A

### Licensing Information

MIT
license:mit nlp region:us
{"license": "mit", "pretty_name": "SP500 EDGAR 10-K Filings", "tags": ["nlp"]}
TAGS
#license-mit #nlp #region-us 


# Dataset Card for SP500-EDGAR-10K

## Dataset Description

- Homepage: 
- Repository: 
- Paper: 
- Leaderboard: 
- Point of Contact: 

### Dataset Summary

This dataset contains the annual reports for all SP500 historical constituents from 2010-2022 from SEC EDGAR Form 10-K filings.
It also contains n-day future returns of each firm's stock price from each filing date.

## Dataset Structure

### Data Fields



### Data Splits



## Dataset Creation

### Source Data

#### Initial Data Collection and Normalization

10-K filings data was collected and processed using 'edgar-crawler' available <a href='URL
Return data was computed manually from other price data sources. 

### Annotations

#### Annotation process

N/A

#### Who are the annotators?

N/A

### Personal and Sensitive Information

N/A

## Considerations for Using the Data

### Social Impact of Dataset

N/A

### Discussion of Biases

The firms in the dataset are constructed from historical SP500 membership data, removing survival biases.

### Other Known Limitations

N/A

### Licensing Information

MIT
# Dataset Card for SP500-EDGAR-10K ## Dataset Description

- Homepage: 
- Repository: 
- Paper: 
- Leaderboard: 
- Point of Contact: ### Dataset Summary

This dataset contains the annual reports for all SP500 historical constituents from 2010-2022 from SEC EDGAR Form 10-K filings.
It also contains n-day future returns of each firm's stock price from each filing date. ## Dataset Structure ### Data Fields ### Data Splits ## Dataset Creation ### Source Data #### Initial Data Collection and Normalization

10-K filings data was collected and processed using 'edgar-crawler' available <a href='URL
Return data was computed manually from other price data sources. ### Annotations #### Annotation process

N/A #### Who are the annotators?

N/A ### Personal and Sensitive Information

N/A ## Considerations for Using the Data ### Social Impact of Dataset

N/A ### Discussion of Biases

The firms in the dataset are constructed from historical SP500 membership data, removing survival biases. ### Other Known Limitations

N/A ### Licensing Information

MIT
TAGS
#license-mit #nlp #region-us 
 # Dataset Card for SP500-EDGAR-10K ## Dataset Description

- Homepage: 
- Repository: 
- Paper: 
- Leaderboard: 
- Point of Contact: ### Dataset Summary

This dataset contains the annual reports for all SP500 historical constituents from 2010-2022 from SEC EDGAR Form 10-K filings.
It also contains n-day future returns of each firm's stock price from each filing date. ## Dataset Structure ### Data Fields ### Data Splits ## Dataset Creation ### Source Data #### Initial Data Collection and Normalization

10-K filings data was collected and processed using 'edgar-crawler' available <a href='URL
Return data was computed manually from other price data sources. ### Annotations #### Annotation process

N/A #### Who are the annotators?

N/A ### Personal and Sensitive Information

N/A ## Considerations for Using the Data ### Social Impact of Dataset

N/A ### Discussion of Biases

The firms in the dataset are constructed from historical SP500 membership data, removing survival biases. ### Other Known Limitations

N/A ### Licensing Information

MIT