clearml-docs/docs/guides/reporting/pandas_reporting.md

---
title: Tables Reporting (Pandas and CSV Files)
---

The [pandas_reporting.py](https://github.com/allegroai/clearml/blob/master/examples/reporting/pandas_reporting.py) example demonstrates reporting tabular data from Pandas DataFrames and CSV files as tables. 

**ClearML** reports these tables in the **ClearML Web UI** **>** experiment details **>** **RESULTS** tab **>** **PLOTS** 
sub-tab. 

When the script runs, it creates an experiment named `pandas table reporting`, which is associated with the `examples` project.

## Reporting Pandas DataFrames as Tables

Report Pandas DataFrames by calling the [Logger.report_table](../../references/sdk/logger.md#report_table) 
method, and providing the DataFrame in the `table_plot` parameter.

    # Report table - DataFrame with index
    df = pd.DataFrame(
        {
            "num_legs": [2, 4, 8, 0],
            "num_wings": [2, 0, 0, 0],
            "num_specimen_seen": [10, 2, 1, 8],
        },
        index=["falcon", "dog", "spider", "fish"],
    )
    df.index.name = "id"
    Logger.current_logger().report_table("table pd", "PD with index", iteration=iteration, table_plot=df)

![image](../../img/examples_reporting_12.png)

## Reporting CSV Files as Tables

Report CSV files by providing the URL location of the CSV file in the `url` parameter. For a local CSV file, use the `csv` parameter.

    # Report table - CSV from path
    csv_url = "https://raw.githubusercontent.com/plotly/datasets/master/Mining-BTC-180.csv"
    Logger.current_logger().report_table("table csv", "remote csv", iteration=iteration, url=csv_url)

![image](../../img/examples_reporting_11.png)