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analysis

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HaoYizhi
2023-07-09 15:38:49 +08:00
parent dc025066f7
commit a2ba8f91cc
34 changed files with 27379 additions and 4956 deletions
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14
analysis_firm_network.py
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@@ -6,7 +6,6 @@ plt.rcParams['font.sans-serif'] = 'SimHei'
# count firm category
count_firm = pd.read_csv("analysis\\count_firm.csv")
count_firm = count_firm[count_firm['count'] > 4]
print(count_firm.describe())
count_dcp = pd.read_csv("analysis\\count_dcp.csv",
@@ -15,7 +14,7 @@ count_dcp = pd.read_csv("analysis\\count_dcp.csv",
'down_id_firm': str
})
# print(count_dcp)
count_dcp = count_dcp[count_dcp['count'] > 2]
count_dcp = count_dcp[count_dcp['count'] > 20]
list_firm = count_dcp['up_id_firm'].tolist(
) + count_dcp['down_id_firm'].tolist()
@@ -53,7 +52,6 @@ for _, row in count_dcp.iterrows():
'up_name_product': row['up_name_product'],
'down_id_product': row['down_id_product'],
'down_name_product': row['down_name_product'],
# 'edge_label': f"{row['up_id_product']} {row['up_name_product']} - {row['down_id_product']} {row['down_name_product']}",
'edge_label': f"{row['up_id_product']} - {row['down_id_product']}",
'edge_width': k * (row['count'] - count_min),
'count': row['count']
@@ -87,7 +85,7 @@ nx.draw(G_firm,
pos,
node_size=node_size,
labels=node_label,
font_size=6,
font_size=8,
width=3,
edge_color=colors,
edge_cmap=cmap,
@@ -96,7 +94,9 @@ nx.draw(G_firm,
nx.draw_networkx_edge_labels(G_firm, pos, edge_label, font_size=6)
sm = plt.cm.ScalarMappable(cmap=cmap, norm=plt.Normalize(vmin=vmin, vmax=vmax))
sm._A = []
position = fig.add_axes([0.9, 0.05, 0.01, 0.3])
plt.colorbar(sm, fraction=0.01, cax=position)
plt.savefig("analysis\\count_dcp_network20230526_de")
position = fig.add_axes([0.95, 0.05, 0.01, 0.3])
cb = plt.colorbar(sm, fraction=0.01, cax=position)
cb.ax.tick_params(labelsize=10)
cb.outline.set_visible(False)
plt.savefig("analysis\\count_dcp_network")
plt.close()