我試圖防止下面美國東北部地圖中的標簽重疊。我曾嘗試為該地區的某些州打開和關閉標簽,但肯定有更好的方法。下面是我的代碼和輸出。
csv = pd.read_csv(r'C:\Downloads\Data.csv')
sf = r'C:\Downloads\s_11au16\s_11au16.shp'
US = gpd.read_file(sf)
#Merge them
data = gpd.GeoDataFrame(csv.merge(US))
#set projection
data = data.to_crs(epsg=6923)
#set up basemap
ax = data.plot(figsize = (12,8), column="soil_data", cmap="Greens", edgecolor='black', linewidth=.5, vmin=0, vmax=70,
missing_kwds={"color": "white", "edgecolor": "k", "label": "none"})
ax.set_title("Example", fontsize=18, fontweight='bold')
ax.set_axis_off()
#annotate data
label = data.dropna(subset='soil_data')
label.apply(lambda x: ax.annotate(text=int(x['soil_data']), xy=x.geometry.centroid.coords[0], color="black",
ha='center', fontsize=14, path_effects=[pe.withStroke(linewidth=3,
foreground="white")]), axis=1)

uj5u.com熱心網友回復:
顯然,如果沒有您的資料,我無法對其進行測驗,但如果您愿意再試一次,adjustText您可以嘗試用label.apply(...)類似的東西替換您的:
texts = []
for i, row in label.iterrows():
texts.append(ax.annotate(text=int(row['soil_data']), xy=row.geometry.centroid.coords[0], color="black",
ha='center', fontsize=14, path_effects=[pe.withStroke(linewidth=3,
foreground="white")]))
adjust_text(texts)
我不知道如何adjust_text處理注釋,所以如果這不起作用,您可以嘗試將其轉換為plt.text.
(matplotlib 類Annotation繼承自Text該類)
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標籤:Python 熊猫 matplotlib 大熊猫
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