<commit_before># SeeAsVee

Easy dealing with CSV import, including, but not limited to:

✓ import in any format: `String`, `csv`, `xlsx`;
✓ additional input formatting;
✓ input checkers;
✓ callbacks on errors;
✓ producing of “suggested edits” version of input (both `csv` and `xlsx` formats).

## Installation

Add this line to your application's Gemfile:

```ruby
gem 'see_as_vee'
```

And then execute:

    $ bundle

Or install it yourself as:
<commit_msg>Initial insert.<commit_after># SeeAsVee

Easy dealing with CSV import, including, but not limited to:

* import in any format: `String`, `csv`, `xlsx`;
* additional input formatting;
* input checkers;
* callbacks on errors;
* producing of “suggested edits” version of input (both `csv` and `xlsx` formats).

## Installation

Add this line to your application's Gemfile:

```ruby
gem 'see_as_vee'
```

And then execute:

    $ bundle

Or install it yourself as:

{'fraction_non_alphanumeric': 0.10760869565217392, 'fraction_numerical': 0.0, 'mean_word_length': 4.6503067484662575, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4275058', 'n_tokens_mistral': 320, 'n_tokens_neox': 302, 'n_words': 124}