README.md

---
license: odc-by
viewer: false
language:
- en
size_categories:
- 100M<n<1B
tags:
- earnings-call-transcripts
- market-data
- stock-data
- finance-data
- finance
- stock-news
- yahoo-news
dataset_info:
- config_name: stock_earning_calendar
  features:
  - name: symbol
    dtype: string
  - name: report_date
    dtype: string
  - name: time
    dtype: string
  - name: name
    dtype: string
  - name: fiscal_quarter_ending
    dtype: string
  splits:
  - name: train
    num_bytes: 3441492
    num_examples: 41692
  - name: test
    num_bytes: 860373
    num_examples: 10423
  download_size: 466771
  dataset_size: 4301865
- config_name: stock_tailing_eps
  features:
  - name: symbol
    dtype: string
  - name: report_date
    dtype: string
  - name: tailing_eps
    dtype: decimal128(38, 2)
  - name: eps
    dtype: decimal128(38, 2)
  - name: update_time
    dtype: string
  splits:
  - name: train
    num_bytes: 14435904
    num_examples: 212944
  - name: test
    num_bytes: 3609044
    num_examples: 53237
  download_size: 1872135
  dataset_size: 18044948
configs:
- config_name: stock_earning_calendar
  data_files:
  - split: train
    path: stock_earning_calendar/train-*
  - split: test
    path: stock_earning_calendar/test-*
- config_name: stock_tailing_eps
  data_files:
  - split: train
    path: stock_tailing_eps/train-*
  - split: test
    path: stock_tailing_eps/test-*
---
# The Financial data from Yahoo!

<table border=1 cellpadding=10><tr><td>

### \*\*\* Key Points to Note \*\*\*

---

**All financial data is sourced from Yahoo!Ⓡ Finance, Nasdaq!Ⓡ, and the U.S. Department of the Treasury via publicly available APIs, and is intended for research and educational purposes.**

I will update the data regularly, and you are welcome to follow this project and use the data.

Each time the data is updated, I will record the update time in [spec.json](https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/blob/main/spec.json).

</td></tr></table>

### Data Usage Instructions

Use [DuckDB](https://shell.duckdb.org/) or [Python API](https://github.com/defeat-beta/defeatbeta-api/) to Access Data 

All datasets are publicly accessible and stored in Parquet format. 

---

#### Datasets Overview

1. **stock_profile**  
   - **Source:** `https://finance.yahoo.com/quote/{$symbol}/profile/`  
   - **Description:** Contains company details such as address, industry, and employee count.  
   - **Columns:**
     | Column Name           | Column Type | Description                |
     |-----------------------|-------------|----------------------------|
     | symbol                | VARCHAR     | Stock ticker symbol        |
     | address               | VARCHAR     | Company address            |
     | city                  | VARCHAR     | City                       |
     | country               | VARCHAR     | Country                    |
     | phone                 | VARCHAR     | Phone number               |
     | zip                   | VARCHAR     | Zip code                   |
     | industry              | VARCHAR     | Industry type              |
     | sector                | VARCHAR     | Business sector            |
     | long_business_summary | VARCHAR     | Business summary           |
     | full_time_employees   | INTEGER     | Number of full-time staff  |
     | report_date           | VARCHAR     | Data reporting date        |

2. **stock_officers**  
   - **Source:** `https://finance.yahoo.com/quote/{$symbol}/profile/`  
   - **Description:** Lists company executives, including their pay and title.  
   - **Columns:**
     | Column Name  | Column Type | Description              |
     |--------------|-------------|--------------------------|
     | symbol       | VARCHAR     | Stock ticker symbol      |
     | name         | VARCHAR     | Executive's name         |
     | title        | VARCHAR     | Executive's job title    |
     | age          | INTEGER     | Executive's age          |
     | born         | INTEGER     | Year of birth            |
     | pay          | INTEGER     | Wage (USD)       |
     | exercised    | INTEGER     | Stock options exercised  |
     | unexercised  | INTEGER     | Unexercised stock options|

3. **stock_summary**  
   - **Source:** `https://finance.yahoo.com/quote/${symbol}/key-statistics/`  
   - **Description:** Provides financial metrics such as market cap, P/E ratios, and EPS.  
   - **Columns:**
     | Column Name           | Column Type     | Description                     |
     |-----------------------|-----------------|---------------------------------|
     | symbol                | VARCHAR         | Stock ticker symbol             |
     | market_cap            | DECIMAL(38,2)   | Market capitalization (USD)     |
     | enterprise_value      | DECIMAL(38,2)   | Enterprise value (USD)          |
     | shares_outstanding    | DECIMAL(38,2)   | Number of outstanding shares    |
     | beta                  | DECIMAL(38,2)   | Beta value                      |
     | trailing_pe           | DECIMAL(38,2)   | Trailing price-to-earnings      |
     | forward_pe            | DECIMAL(38,2)   | Forward price-to-earnings       |
     | tailing_eps           | DECIMAL(38,2)   | Trailing EPS                    |
     | forward_eps           | DECIMAL(38,2)   | Forward EPS                     |
     | enterprise_to_ebitda  | DECIMAL(38,2)   | EV/EBITDA                       |
     | enterprise_to_revenue | DECIMAL(38,2)   | EV/Revenue                      |
     | peg_ratio             | DECIMAL(38,2)   | PEG ratio                       |
     | currency              | VARCHAR         | Currency (e.g., USD)            |

4. **stock_tailing_eps**  
   - **Source:** `https://ycharts.com/companies/${symbol}/eps_ttm`  
   - **Description:** Provides financial metrics such as Trailing earnings per share (TTM EPS).  
   - **Columns:**
     | Column Name  | Column Type     | Description              |
     |--------------|-----------------|--------------------------|
     | symbol       | VARCHAR         | Stock ticker symbol      |
     | report_date  | VARCHAR         | Reporting date           |
     | tailing_eps  | DECIMAL(38,2)   | Trailing EPS             |
     | update_time  | VARCHAR         | Last update time         |

5. **stock_earning_calendar**
   - **Source:** `https://www.nasdaq.com/market-activity/earnings`  
   - **Description:** Contains information about companies' earnings reports, including their ticker symbols, reporting dates, names, and fiscal quarter end dates.
   - **Columns:**
     | Column Name           | Column Type | Description                      |
     |-----------------------|-------------|----------------------------------|
     | symbol                | VARCHAR     | Stock ticker symbol              |
     | report_date           | VARCHAR     | Reporting date                   |
     | name                  | VARCHAR     | Company Simple Name              |
     | fiscal_quarter_ending | VARCHAR     | Fiscal quarter end date          |

6. **stock_revenue_estimates**
    - **Source:** `https://finance.yahoo.com/quote/${symbol}/analysis/#Revenue Estimate`
    - **Description:** Contains revenue estimates for publicly traded companies, including analyst consensus estimates, high/low estimates, growth projections, and historical comparisons. The data is sourced from Yahoo Finance and provides insights into market expectations for company revenue performance.
    - **Columns:**
      | Column Name                      | Data Type       | Description |
      |----------------------------------|----------------|-------------|
      | `symbol`                         | VARCHAR        | Stock ticker symbol of the company |
      | `report_date`                    | VARCHAR        | Date when the revenue estimate was reported (format may vary) |
      | `estimate_revenue_growth`        | DECIMAL(38,2)  | Percentage growth expected in revenue compared to previous period |
      | `number_of_analysts`             | INTEGER        | Count of analysts contributing to the estimates |
      | `estimate_avg_revenue`           | DECIMAL(38,2)  | Mean revenue estimate from all analysts (in original currency) |
      | `estimate_high_revenue`          | DECIMAL(38,2)  | Highest revenue estimate among analysts |
      | `estimate_low_revenue`           | DECIMAL(38,2)  | Lowest revenue estimate among analysts |
      | `year_ago_estimate_avg_revenue`  | DECIMAL(38,2)  | Average revenue estimate from the same period in the previous year (for comparison) |
      | `period_type`                    | VARCHAR        | Time period the estimate covers (e.g., "quarterly", "annual") |
      | `currency`                       | VARCHAR        | Currency in which the revenue amounts are denominated (e.g., "USD") |

7. **stock_earning_estimates**
    - **Source:** `https://finance.yahoo.com/quote/${symbol}/analysis/#Earnings Estimate`
    - **Description:** Contains analyst estimates for Earnings Per Share (EPS) of publicly traded companies, including consensus estimates, high/low ranges, growth projections, and historical estimate comparisons. The data tracks how EPS expectations evolve over time (7/30/60/90 days ago comparisons).
    - **Columns:**
      | Column Name                          | Data Type       | Description |
      |--------------------------------------|----------------|-------------|
      | `symbol`                             | VARCHAR        | Stock ticker symbol (e.g. "AAPL") |
      | `report_date`                        | VARCHAR        | Date when the EPS estimate was published |
      | `estimate_eps_growth`                | DECIMAL(38,2)  | Expected EPS growth percentage (e.g. 0.15 = 15%) |
      | `number_of_analysts`                 | INTEGER        | Number of analysts contributing to estimates |
      | `estimate_avg_eps`                   | DECIMAL(38,2)  | Current consensus EPS estimate |
      | `estimate_high_eps`                  | DECIMAL(38,2)  | Most optimistic analyst EPS estimate |
      | `estimate_low_eps`                   | DECIMAL(38,2)  | Most conservative analyst EPS estimate |
      | `seven_days_ago_estimate_avg_eps`    | DECIMAL(38,2)  | Consensus estimate from 7 days ago |
      | `thirty_days_ago_estimate_avg_eps`   | DECIMAL(38,2)  | Consensus estimate from 30 days ago |
      | `sixty_days_ago_estimate_avg_eps`    | DECIMAL(38,2)  | Consensus estimate from 60 days ago |
      | `ninety_days_ago_estimate_avg_eps`   | DECIMAL(38,2)  | Consensus estimate from 90 days ago |
      | `year_ago_estimate_avg_eps`          | DECIMAL(38,2)  | Consensus estimate from same period last year |
      | `period_type`                        | VARCHAR        | "quarterly" or "annual" EPS estimate |
      | `currency`                           | VARCHAR        | Currency of EPS values (e.g. "USD") |

8. **stock_historical_eps**
   - **Source:** `https://finance.yahoo.com/quote/${symbol}/analysis/#Earnings History`  
   - **Description:** Contains details of companies' earnings performance, including their ticker symbols, actual and estimated EPS, surprise percentages, and corresponding fiscal quarters.
   - **Columns:**  
     | Column Name       | Column Type | Description                          |  
     |-------------------|-------------|--------------------------------------|  
     | symbol            | VARCHAR     | Stock ticker symbol                  |  
     | eps_actual        | VARCHAR     | Actual earnings per share (EPS)      |  
     | eps_estimate      | VARCHAR     | Estimated earnings per share (EPS)   |  
     | surprise_percent  | VARCHAR     | Percentage difference from estimate  |  
     | quarter_name      | VARCHAR     | Fiscal quarter name (e.g., 3Q2023)   |  
     | quarter_date      | VARCHAR     | Fiscal quarter end date              |  

9. **stock_statement**
   - **Source:** `https://finance.yahoo.com/quote/${symbol}/financials/`  
   - **Description:** Contains financial statement details of companies, including ticker symbols, reporting dates, specific financial items, their values, and related statement types and periods.
   - **Columns:**  
     | Column Name   | Column Type     | Description                                   |  
     |---------------|-----------------|-----------------------------------------------|  
     | symbol        | VARCHAR         | Stock ticker symbol                           |  
     | report_date   | VARCHAR         | Reporting date                                |  
     | item_name     | VARCHAR         | Name of the financial statement item          |  
     | item_value    | DECIMAL(38,2)   | Value of the financial statement item         |  
     | finance_type  | VARCHAR         | Type of financial statement (e.g., balance_sheet, income_statement, cash_flow) |  
     | period_type   | VARCHAR         | Reporting period type (e. g., annual, quarterly) |  

10. **stock_prices**
   - **Source:** `https://finance.yahoo.com/quote/${symbol}/chart`  
   - **Description:** Contains historical stock market data, including ticker symbols, reporting dates, and key trading metrics such as open, close, high, low prices, and trading volume.
   - **Columns:**  
     | Column Name   | Column Type     | Description                             |  
     |---------------|-----------------|-----------------------------------------|  
     | symbol        | VARCHAR         | Stock ticker symbol                     |  
     | report_date   | VARCHAR         | Trading date                            |  
     | open          | DECIMAL(38,2)   | Opening price of the stock              |  
     | close         | DECIMAL(38,2)   | Closing price of the stock              |  
     | high          | DECIMAL(38,2)   | Highest price                           |
     | low           | DECIMAL(38,2)   | Lowest price                            |
     | volume        | BIGINT          | Number of shares traded                 |  

11. **stock_dividend_events**
   - **Source:** `https://finance.yahoo.com/quote/${symbol}/chart`  
   - **Description:** Contains dividend data, including stock tickers, reporting dates, and dividend values.
   - **Columns:**  
     | Column Name   | Column Type     | Description                             |  
     |---------------|-----------------|-----------------------------------------|  
     | symbol        | VARCHAR         | Stock ticker symbol                     |  
     | report_date   | VARCHAR         | Reporting date                          |  
     | amount        | DECIMAL(38,2)   | Financial amount (e.g., dividend, interest) |  

12. **stock_split_events**
    - **Source:** `https://finance.yahoo.com/quote/${symbol}/chart`  
    - **Description:** Contains data about stock splits, including the stock ticker, reporting date, and the split factor.
    - **Columns:**  
     | Column Name   | Column Type   | Description                      |  
     |---------------|---------------|----------------------------------|  
     | symbol        | VARCHAR       | Stock ticker symbol              |  
     | report_date   | VARCHAR       | Reporting date                   |  
     | split_factor  | VARCHAR       | The factor by which shares are split |  

13. **exchange_rate**
    - **Source:** `https://finance.yahoo.com/quote/${symbol}/chart`  
    - **Description:** Contains currency exchange data for a report date, including opening, closing, highest, and lowest prices.
    - **Columns:**  
     | Column Name   | Column Type   | Description                      |  
     |---------------|---------------|----------------------------------|  
     | symbol        | VARCHAR       | Stock ticker symbol              |  
     | report_date   | VARCHAR       | Reporting date                   |  
     | open          | DECIMAL(38,2) | Opening price                    |  
     | close         | DECIMAL(38,2) | Closing price                    |  
     | high          | DECIMAL(38,2) | Highest price during the day     |  
     | low           | DECIMAL(38,2) | Lowest price during the day      |  
 
14. **daily_treasury_yield**
    - **Source:** `https://home.treasury.gov/`  
    - **Description:** Contains data related to daily treasury yield values for different time periods (monthly and yearly).
    - **Columns:**  
     | Column Name   | Column Type   | Description                        |  
     |---------------|---------------|------------------------------------|  
     | report_date   | VARCHAR       | Reporting date                     |  
     | bc1_month     | DECIMAL(38,2) | Treasury yield for 1 month         |  
     | bc2_month     | DECIMAL(38,2) | Treasury yield for 2 months        |  
     | bc3_month     | DECIMAL(38,2) | Treasury yield for 3 months        |  
     | bc6_month     | DECIMAL(38,2) | Treasury yield for 6 months        |  
     | bc1_year      | DECIMAL(38,2) | Treasury yield for 1 year          |  
     | bc2_year      | DECIMAL(38,2) | Treasury yield for 2 years         |  
     | bc3_year      | DECIMAL(38,2) | Treasury yield for 3 years         |  
     | bc5_year      | DECIMAL(38,2) | Treasury yield for 5 years         |  
     | bc7_year      | DECIMAL(38,2) | Treasury yield for 7 years         |  
     | bc10_year     | DECIMAL(38,2) | Treasury yield for 10 years        |  
     | bc30_year     | DECIMAL(38,2) | Treasury yield for 30 years        |  

15. **stock_earning_call_transcripts**
    - **Source:** Public available APIs
    - **Description:** Contains verbatim transcripts of quarterly earnings calls for publicly traded companies, including speaker information and content segmentation.
    - **Columns:**
      | Column Name     | Data Type                                                      | Description                                                                 |
      |-----------------|---------------------------------------------------------------|-----------------------------------------------------------------------------|
      | symbol          | VARCHAR                                                       | The stock ticker symbol of the company                                     |
      | fiscal_year     | INTEGER                                                       | The fiscal year of the earnings call                                       |
      | fiscal_quarter  | INTEGER                                                       | The fiscal quarter (1-4) of the earnings call                              |
      | report_date     | VARCHAR                                                       | The date when the earnings call was reported (format may vary)             |
      | transcripts     | STRUCT<paragraph_number: INTEGER, speaker: VARCHAR, content: VARCHAR>[] | Array of structured transcript segments: `paragraph_number`: Sequential numbering of transcript paragraphs, `speaker`: Name and/or title of the speaker,`content`: The actual spoken content/text   |
      | transcripts_id  | INTEGER                                                       | Unique identifier for the transcript record                               |

16. **stock_news**
    - **Source:** `https://news.yahoo.com/`
    - **Description:** Stores information about financial research reports or news articles, including metadata and content details
    - **Columns:**
      | Column Name     | Data Type                                                      | Description                                                                 |
      |-----------------|---------------------------------------------------------------|-----------------------------------------------------------------------------|
      | uuid          | VARCHAR                                                     | Unique identifier for the report/article (nullable)                         |
      | related_symbols | VARCHAR[]                                                  | Array of stock symbols or financial instruments related to the content      |
      | title         | VARCHAR                                                     | Title of the report/article (nullable)                                      |
      | publisher     | VARCHAR                                                     | Organization or entity that published the report (nullable)                 |
      | report_date   | VARCHAR                                                     | Date when the report was published (stored as string, nullable)            |
      | type          | VARCHAR                                                     | Classification or category of the report/article (nullable)                 |
      | link          | VARCHAR                                                     | URL or reference link to the original content (nullable)                    |
      | news          | STRUCT<paragraph_number: INTEGER, highlight: VARCHAR, paragraph: VARCHAR>[] | Array of structured paragraphs containing content with numbering, highlights, and text (nullable) |

17. **stock_revenue_breakdown**
    - **Source:** 
      - `https://stockanalysis.com/stocks/${symbol}/metrics/revenue-by-segment/`
      - `https://stockanalysis.com/stocks/${symbol}/metrics/revenue-by-product-group/`
      - `https://stockanalysis.com/stocks/${symbol}/metrics/revenue-by-geography/`
    - **Description:** Stores information about revenue by segment and revenue by geography
    - **Columns:**
      | Column Name     | Data Type      | Description                                                              |
      |----------------|---------------|--------------------------------------------------------------------------|
      | symbol         | VARCHAR       | The stock symbol or company identifier                                  |
      | breakdown_type | VARCHAR       | Type of financial breakdown (e.g., segment, geography, product)     |
      | report_date    | VARCHAR       | Date when the financial report was issued (format may vary)             |
      | item_name      | VARCHAR       | Name of the specific financial line item being reported                |
      | item_value     | DECIMAL(38,2) | Numerical value of the financial item, with 2 decimal places precision  |

18. **stock_shares_outstanding**
    - **Source:** `https://ycharts.com/companies/${symbol}/shares_outstanding`
    - **Description:** Provides Shares Outstanding.
    - **Columns:**
      | Column Name  | Column Type     | Description              |
      |--------------|-----------------|--------------------------|
      | symbol       | VARCHAR         | Stock ticker symbol      |
      | report_date  | VARCHAR         | Reporting date           |
      | shares_outstanding  | Long   | Shares Outstanding             |

#### Querying Datasets

Use the following SQL queries in [DuckDB](https://shell.duckdb.org/) to retrieve data for a specific stock (e.g., `TSLA`):

1. **stock_profile**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_profile.parquet' 
   WHERE symbol='TSLA';
   ```

2. **stock_officers**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_officers.parquet' 
   WHERE symbol='TSLA';
   ```

3. **stock_summary**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_summary.parquet' 
   WHERE symbol='TSLA';
   ```

4. **stock_tailing_eps**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_tailing_eps.parquet' 
   WHERE symbol='TSLA';
   ```

5. **stock_earning_calendar**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_earning_calendar.parquet' 
   WHERE symbol='TSLA';
   ```

6. **stock_revenue_estimates**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_revenue_estimates.parquet' 
   WHERE symbol='TSLA';
   ```

7. **stock_earning_estimates**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_earning_estimates.parquet' 
   WHERE symbol='TSLA';
   ```

8. **stock_historical_eps**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_historical_eps.parquet' 
   WHERE symbol='TSLA';
   ```

9. **stock_statement**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_statement.parquet' 
   WHERE symbol='TSLA' and finance_type='income_statement'
   ```

10. **stock_prices**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_prices.parquet' 
   WHERE symbol='TSLA'
   ```

11. **stock_dividend_events**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_dividend_events.parquet' 
   WHERE symbol='TSLA'
   ```

12. **stock_split_events**
    ```sql
    SELECT * FROM 
        'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_split_events.parquet' 
    WHERE symbol='TSLA'
    ```

13. **exchange_rate**
    ```sql
    SELECT * FROM 
        'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/exchange_rate.parquet' 
    WHERE symbol='EUR=X'
    ```

14. **daily_treasury_yield**
    ```sql
    SELECT * FROM 
        'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/daily_treasury_yield.parquet' 
    ```

15. **stock_earning_call_transcripts**
    ```sql
    SELECT symbol,
        fiscal_year,
        fiscal_quarter,
        report_date,
        unnest(transcripts).paragraph_number,
        unnest(transcripts).speaker,
        unnest(transcripts).content 
    FROM 'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_earning_call_transcripts.parquet' 
    WHERE symbol='TSLA' AND fiscal_year=2024 AND fiscal_quarter=4;
    ```
    
16. **stock_news**
    ```sql
    SELECT related_symbols, 
        uuid, 
        title, 
        publisher, 
        report_date, 
        type, 
        link, 
        unnest(news).paragraph_number, 
        unnest(news).highlight, 
        unnest(news).paragraph 
    FROM 'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_news.parquet' 
    WHERE uuid='00094540-141e-3893-a5ca-beb26abc150f';
    ```

17. **stock_revenue_breakdown**
    ```sql
    SELECT *
    FROM 'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_revenue_breakdown.parquet' 
    WHERE symbol='TSLA';
    ```

18. **stock_shares_outstanding**
   ```sql
   SELECT * FROM 
       'https://huggingface.co/datasets/bwzheng2010/yahoo-finance-data/resolve/main/data/stock_shares_outstanding.parquet' 
   WHERE symbol='TSLA';
   ```