Python绘图

Smiling & Weeping

　　　　　　　　　　　　　　　　　　---- 如果你问我最想要什么

　　　　　　　　　　　　　　　　　　　　　　我会很幼稚地说

　　　　　　　　　　　　　　　　　　　　　　　真爱和自由

 

代码一：

 

metaData = pd.read_csv('/kaggle/input/birdclef-2024/train_metadata.csv')

metaData.head(5)

 

	primary_label	secondary_labels	type	latitude	longitude	scientific_name	common_name	author	license	rating	url	filename
0	asbfly	[]	['call']	39.2297	118.1987	Muscicapa dauurica	Asian Brown Flycatcher	Matt Slaymaker	Creative Commons Attribution-NonCommercial-Sha...	5.0	https://www.xeno-canto.org/134896	asbfly/XC134896.ogg
1	asbfly	[]	['song']	51.4030	104.6401	Muscicapa dauurica	Asian Brown Flycatcher	Magnus Hellström	Creative Commons Attribution-NonCommercial-Sha...	2.5	https://www.xeno-canto.org/164848	asbfly/XC164848.ogg
2	asbfly	[]	['song']	36.3319	127.3555	Muscicapa dauurica	Asian Brown Flycatcher	Stuart Fisher	Creative Commons Attribution-NonCommercial-Sha...	2.5	https://www.xeno-canto.org/175797	asbfly/XC175797.ogg
3	asbfly	[]	['call']	21.1697	70.6005	Muscicapa dauurica	Asian Brown Flycatcher	vir joshi	Creative Commons Attribution-NonCommercial-Sha...	4.0	https://www.xeno-canto.org/207738	asbfly/XC207738.ogg
4	asbfly	[]	['call']	15.5442	73.7733	Muscicapa dauurica	Asian Brown Flycatcher	Albert Lastukhin & Sergei Karpeev	Creative Commons Attribution-NonCommercial-Sha...	4.0	https://www.xeno-canto.org/209218	asbfly/XC209218.ogg

 

 

metaData.info()

# latitude    纬度

# longitude   经度

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 24459 entries, 0 to 24458
Data columns (total 12 columns):
 #   Column            Non-Null Count  Dtype  
---  ------            --------------  -----  
 0   primary_label     24459 non-null  object 
 1   secondary_labels  24459 non-null  object 
 2   type              24459 non-null  object 
 3   latitude          24081 non-null  float64
 4   longitude         24081 non-null  float64
 5   scientific_name   24459 non-null  object 
 6   common_name       24459 non-null  object 
 7   author            24459 non-null  object 
 8   license           24459 non-null  object 
 9   rating            24459 non-null  float64
 10  url               24459 non-null  object 
 11  filename          24459 non-null  object 
dtypes: float64(3), object(9)
memory usage: 2.2+ MB

fig = px.scatter_mapbox(metaData, lat='latitude', lon='longitude', color='common_name', 
                        hover_name='common_name', hover_data=['latitude', 'longitude'], 
                        title='Origin of Bird Species',
                        zoom=1, height=600, template='plotly_dark')
fig.update_layout(
    mapbox_style="white-bg",
    mapbox_layers=[
        {
            "below": 'traces',
            "sourcetype": "raster",
            "sourceattribution": "United States Geological Survey",
            "source": [
                "https://basemap.nationalmap.gov/arcgis/rest/services/USGSImageryOnly/MapServer/tile/{z}/{y}/{x}"
            ]
        }
      ])
fig.show()

图片效果：