diff --git a/README.md b/README.md
index b64a43ec..741aca76 100644
--- a/README.md
+++ b/README.md
@@ -9,10 +9,10 @@
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.12206787.svg)](https://doi.org/10.5281/zenodo.12206787)
-
+
-Meaning `good` in Aztec (Nahuatl), _pronounced: QUAL-E_
+Meaning `good` in Aztec ([Nahuatl](https://nahuatl.wired-humanities.org/content/cualli-0)), _pronounced: QUAL-E_
This library provides an intuitive `API` to describe `checks` initially just for `PySpark` dataframes `v3.3.0`. And extended to `pandas`, `snowpark`, `duckdb`, `daft` and more.
It is a replacement written in pure `python` of the `pydeequ` framework.
@@ -31,13 +31,13 @@ When benchmarking against pydeequ, `cuallee` uses circa <3k java classes underne
Provider | API | Versions
------- | ----------- | ------
-![snowflake](logos/snowflake.svg?raw=true "Snowpark DataFrame API")| `snowpark` | `1.11.1`, `1.4.0`
-![databricks](logos/databricks.svg?raw=true "PySpark DataFrame API")| `pyspark` & `spark-connect` |`3.5.x`, `3.4.0`, `3.3.x`, `3.2.x`
-![bigquery](logos/bigquery.png?raw=true "BigQuery Client API")| `bigquery` | `3.4.1`
-![pandas](logos/pandas.svg?raw=true "Pandas DataFrame API")| `pandas`| `2.0.2`, `1.5.x`, `1.4.x`
-![duckdb](logos/duckdb.png?raw=true "DuckDB API")|`duckdb` | `1.0.0`,~~`0.10.2`~~,~~`0.9.2`~~,~~`0.8.0`~~, ~~`0.7.1`~~
-![polars](logos/polars.svg?raw=true "Polars API")|`polars`| `1.0.0`,~~`0.19.6`~~
-![daft](logos/daft.png?raw=true "Daft API")|`daft`| `0.2.24`, ~~`0.2.19`~~
+![snowflake](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/snowflake.svg?raw=true "Snowpark DataFrame API")| `snowpark` | `1.11.1`, `1.4.0`
+![databricks](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/databricks.svg?raw=true "PySpark DataFrame API")| `pyspark` & `spark-connect` |`3.5.x`, `3.4.0`, `3.3.x`, `3.2.x`
+![bigquery](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/bigquery.png?raw=true "BigQuery Client API")| `bigquery` | `3.4.1`
+![pandas](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/pandas.svg?raw=true "Pandas DataFrame API")| `pandas`| `2.0.2`, `1.5.x`, `1.4.x`
+![duckdb](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/duckdb.png?raw=true "DuckDB API")|`duckdb` | `1.0.0`,~~`0.10.2`~~,~~`0.9.2`~~,~~`0.8.0`~~, ~~`0.7.1`~~
+![polars](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/polars.svg?raw=true "Polars API")|`polars`| `1.0.0`,~~`0.19.6`~~
+![daft](https://github.com/canimus/cuallee/blob/fbef98f5340279fc726b369a7ce879fd67ea1d1f/logos/daft.png?raw=true "Daft API")|`daft`| `0.2.24`, ~~`0.2.19`~~
Logos are trademarks of their own brands.
diff --git a/cuallee/cloud/__init__.py b/cuallee/cloud/__init__.py
index afcb746b..4241fc89 100644
--- a/cuallee/cloud/__init__.py
+++ b/cuallee/cloud/__init__.py
@@ -26,6 +26,7 @@ def standardize(check):
"ord": int(r.ordinal),
"col": str(r.column),
"met": str(r.method),
+ "nam": str(r.name),
"val": str(r.value),
"vio": int(r.violations),
"psr": float(r.pass_rate),