I am trying to get surface temperature variation with a time series chart, I have tried the same code on different data but it does not work with this one. I appreciate any help or a book resource that I may check for this.

var dataset = ee.ImageCollection("JAXA/GCOM-C/L3/OCEAN/SST/V3")
            .filterDate('2023-01-24', '2023-02-03')
            // filter to daytime data only
            .filter(ee.Filter.eq("SATELLITE_DIRECTION", "D"));
print(dataset);
// Clip the dataset to the geometry
var clipped = dataset.mean().clip(geometry).select('SST_AVE').set('system:time_start', dataset.get('system:time_start'));

// Multiply with slope coefficient and add offset
var scaled = clipped.multiply(0.0012).add(-10);

// Define the visualization parameters
var vis = {
  bands: ['SST_AVE'],
  min: 0,
  max: 10,
  palette: ['000000', '005aff', '43c8c8', 'fff700', 'ff0000'],
};

Map.centerObject(geometry, 10);
Map.addLayer(scaled, vis, "Clipped and scaled SST");

var chart = ui.Chart.image.series({
  imageCollection: scaled,
  region: geometry,
  reducer: ee.Reducer.mean(),
  scale: 1000,
  xProperty: 'system:time_start',
});

How do I get surface temperature variation with a time series chart?

I have tried the same code on different data but it does not work with this one.

var dataset = ee.ImageCollection("JAXA/GCOM-C/L3/OCEAN/SST/V3")
            .filterDate('2023-01-24', '2023-02-03')
            // filter to daytime data only
            .filter(ee.Filter.eq("SATELLITE_DIRECTION", "D"));
print(dataset);
// Clip the dataset to the geometry
var clipped = dataset.mean().clip(geometry).select('SST_AVE').set('system:time_start', dataset.get('system:time_start'));

// Multiply with slope coefficient and add offset
var scaled = clipped.multiply(0.0012).add(-10);

// Define the visualization parameters
var vis = {
  bands: ['SST_AVE'],
  min: 0,
  max: 10,
  palette: ['000000', '005aff', '43c8c8', 'fff700', 'ff0000'],
};

Map.centerObject(geometry, 10);
Map.addLayer(scaled, vis, "Clipped and scaled SST");

var chart = ui.Chart.image.series({
  imageCollection: scaled,
  region: geometry,
  reducer: ee.Reducer.mean(),
  scale: 1000,
  xProperty: 'system:time_start',
});