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title: Cooccurrence Count | |
datasets: | |
- | |
tags: | |
- evaluate | |
- measurement | |
description: "TODO: add a description here" | |
sdk: gradio | |
sdk_version: 3.0.2 | |
app_file: app.py | |
pinned: false | |
# Measurement Card for Cooccurrence Count | |
## Measurement Description | |
The `cooccurence_count` measurement returns the total count of sentences in data and the co-occurrence count of the two words passed | |
## How to Use | |
This measuresment requires a list of strings as input data along with two strings as word1 and word2 | |
```python | |
>>> data = ["hello sun","hello moon", "hello sun"] | |
>>> c_count = evaluate.load("prb977/cooccurrence_count") | |
>>> results = c_count.compute(data=data, word1='hello', word2='sun') | |
>>> | |
``` | |
### Inputs | |
- **data** (list of `str`): The input list of strings | |
- **word1** (`str`): The first word | |
- **word2** (`str`): The second word | |
### Output Values | |
- **count** (`int`): The total count of sentences in data. | |
- **co_occurrence_count** (`int`): The count of co-occurrence of word1 and word2 in the sentences of data. | |
### Examples | |
```python | |
>>> data = ["hello sun","hello moon", "hello sun"] | |
>>> c_count = evaluate.load("prb977/cooccurrence_count") | |
>>> results = c_count.compute(references=data, word1='hello', word2='sun') | |
>>> print(results) | |
{'count': 3, 'co_occurrence_count': 2} | |
``` | |