# Aider chat conversation:
USER: draw a scatter plot of the edit_leaderboard models which have `released` dates. With x as the release date, y as the `pass_rate_2` and label each point with the `model` name field. use a chart style similar to the bar graph in the leaderboard.md, but we want a scatter plot for this one. put the scatter plot in the new blog post
ASSISTANT: Let's add the scatter plot to the new blog post in `_posts/2024-05-13-models-over-time.md`.
Here is the *SEARCH/REPLACE* block to add the scatter plot:
_posts/2024-05-13-models-over-time.md
```markdown
<<<<<<< SEARCH
# LLM code editing skill over time
=======
# LLM code editing skill over time
<canvas id="scatterPlot" width="800" height="450" style="margin-top: 20px"></canvas>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<script>
document.addEventListener('DOMContentLoaded', function () {
var ctx = document.getElementById('scatterPlot').getContext('2d');
var scatterData = {
datasets: [{
label: 'Model Performance',
data: [
{% for row in site.data.edit_leaderboard %}
{% if row.released %}
{
x: new Date('{{ row.released }}'),
y: {{ row.pass_rate_2 }},
label: '{{ row.model }}'
},
{% endif %}
{% endfor %}
],
backgroundColor: 'rgba(54, 162, 235, 0.2)',
borderColor: 'rgba(54, 162, 235, 1)',
borderWidth: 1,
pointRadius: 5,
pointHoverRadius: 7
}]
};
var scatterChart = new Chart(ctx, {
type: 'scatter',
data: scatterData,
options: {
scales: {
xAxes: [{
type: 'time',
time: {
unit: 'month',
tooltipFormat: 'll'
},
scaleLabel: {
display: true,
labelString: 'Release Date'
}
}],
yAxes: [{
scaleLabel: {
display: true,
labelString: 'Pass Rate 2 (%)'
},
ticks: {
beginAtZero: true
}
}]
},
tooltips: {
callbacks: {
label: function(tooltipItem, data) {
var label = data.datasets[tooltipItem.datasetIndex].data[tooltipItem.index].label || '';
return label + ': (' + tooltipItem.xLabel + ', ' + tooltipItem.yLabel + '%)';
}
}
}
}
});
});
</script>
>>>>>>> REPLACE
```
