質問編集履歴
2
追記
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@@ -67,6 +67,78 @@
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^
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SyntaxError: invalid syntax
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```
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### 追記2 - 同じTypeであっても値は一定ではなくランダムに設定したい
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```Python
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import pandas as pd
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import numpy as np
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import matplotlib.pyplot as plt
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import japanize_matplotlib
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pd.options.display.float_format="{:.2f}".format
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type = ["FF","CU","SP","SL","SI","CB"]
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81
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N = 1000
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type = np.random.choice(type,size=N)
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df = pd.DataFrame({"Type":type})
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# Score1
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df.loc[df.Type=="FF","Score1"] = np.random.rand()*10+150
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df.loc[df.Type=="CU","Score1"] = np.random.rand()*10+140
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88
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df.loc[df.Type=="SP","Score1"] = np.random.rand()*10+130
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89
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df.loc[df.Type=="SL","Score1"] = np.random.rand()*10+120
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90
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df.loc[df.Type=="SI","Score1"] = np.random.rand()*10+145
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91
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df.loc[df.Type=="CB","Score1"] = np.random.rand()*20+100
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92
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# Score2
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93
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df.loc[df.Type=="FF","Score2"] = np.random.rand()*30+35
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94
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df.loc[df.Type=="CU","Score2"] = np.random.rand()*30+10
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95
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df.loc[df.Type=="SP","Score2"] = np.random.rand()*20+0
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96
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df.loc[df.Type=="SL","Score2"] = np.random.rand()*20-10
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df.loc[df.Type=="SI","Score2"] = np.random.rand()*20+20
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df.loc[df.Type=="CB","Score2"] = np.random.rand()*30-40
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# Score3
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100
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df.loc[df.Type=="FF","Score3"] = np.random.rand()*30+15
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df.loc[df.Type=="CU","Score3"] = np.random.rand()*30-10
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df.loc[df.Type=="SP","Score3"] = np.random.rand()*30+10
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df.loc[df.Type=="SL","Score3"] = np.random.rand()*40-30
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df.loc[df.Type=="SI","Score3"] = np.random.rand()*20+30
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df.loc[df.Type=="CB","Score3"] = np.random.rand()*10-25
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#画像サイズ、軸サイズ調整
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plt.figure(figsize=(11,11))
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#各タイプの色を定義づけ
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pitch_colors = {"FF":"b","SI":"c","SL":"r","SP":"g","CB":"pink","CU":"y"}
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ax1 = plt.subplot(1,1,1)
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# make ScatterPlot
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ax1.axis([-70,70,-70,70])
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x = df[["Score3"]]
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y = df[["Score2"]]
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#各タイプを色別でplot
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for k in pitch_colors:
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df_selected = df[df['Type'] == k]
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if not df_selected.empty:
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df_selected.plot.scatter(x='Score3', y='Score2', marker='o', c=pitch_colors[k], s = 50, label=k, ax=ax1)
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#プロットのグリッド線
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ax1.grid(True,linestyle = "dotted")
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# adding vertical line in data co-ordinates
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ax1.axvline(0, c='silver', ls='-')
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# adding horizontal line in data co-ordinates
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ax1.axhline(0, c='silver', ls='-')
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#凡例の表示
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flg=12
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ax1.legend(loc='upper left',fontsize=flg,title='Type')
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```
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### 追記2 -現状と理想
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現状
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138
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139
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140
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理想（ランダムで作成したものではないため例です）
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141
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### 補足情報（FW/ツールのバージョンなど）
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1
追記
test
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File without changes
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test
CHANGED
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@@ -42,6 +42,31 @@
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```
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### 追記（条件が3種以上の場合は？）
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46
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```Python
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47
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## ランダムデータの作成
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48
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import pandas as pd
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49
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import numpy as np
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50
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pd.options.display.float_format="{:.2f}".format
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type = ["FF","SL","CU"]
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N = 1000
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type = np.random.choice(type,size=N)
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df = pd.DataFrame({
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"Pitch Type":type,
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"Score1":[np.random.rand()*10+150 if t == "FF" elif np.random.rand()*20+130 if t == "SL" else np.random.rand()*10+140 for t in type],
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"Score2":[np.random.rand()*40+30 if t == "FF" else np.random.rand()*20+30 for t in type],
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"Score3":[np.random.rand()*20+20 if t == "FF" else np.random.rand()*30-10 for t in type],
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})
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```
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### 追記（発生しているエラー）
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64
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```
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File "C:\Users\DELL\AppData\Local\Temp/ipykernel_18992/3232225939.py", line 13
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"Score1":[np.random.rand()*10+150 if t == "FF" elif np.random.rand()*20+130 if t == "SL" else np.random.rand()*10+140 for t in type],
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^
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68
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+
SyntaxError: invalid syntax
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69
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+
```
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45
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46
71
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### 補足情報（FW/ツールのバージョンなど）
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47
72
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