本文数据和图表内容仅供参考。
数据仅供参考。
数据仅供参考。
数据仅供参考。
如下是案例A300028的股票2023年收盘价走势及涨跌幅曲线
案例：
A股300024
案例：
600182走势图
走势分析图谱
原始结果已保存到压缩文件
通过python实现的数据分析。
1 网络爬取，资金流向，涨跌额和幅度的爬取等等。
2 数据分析，分类处理，批量保存为本地的csv格式
3 调用库资源进行数据分析，处理数据，可视化处理
4 生成涨跌幅度和价格走势随时间的变化曲线
5 保存为本地高清图片并批量输出
如下是部分代码和结果参考的展示：
数据导出本地
300001到301499的数据部分
数据下载直达链接：https://download.csdn.net/download/dongbao520/88037023
案例数据 603992 数据如下：
日期 收盘价 涨跌幅 主力净流入 超大单净流入 大单净流入 中单净流入 小单净流入
净额 净占比 净额 净占比 净额 净占比 净额 净占比 净额 净占比
2023/7/3 15.11 -1.50% -451.00万 -19.03% -36.26万 -1.53% -414.74万 -17.50% 243.04万 10.26% 207.96万 8.78%
2023/6/30 15.34 4.00% 191.38万 4.55% -219.43万 -5.22% 410.81万 9.77% -427.40万 -10.16% 236.02万 5.61%
2023/6/29 14.75 0.41% -16.06万 -1.57% 26.80万 2.63% -42.85万 -4.20% -45.01万 -4.41% 61.07万 5.99%
2023/6/28 14.69 -1.41% -161.64万 -8.26% -92.27万 -4.71% -69.37万 -3.54% 77.66万 3.97% 83.98万 4.29%
2023/6/27 14.9 2.26% -144.27万 -8.73% 0 0.00% -144.27万 -8.73% -227.76万 -13.79% 372.03万 22.52%
2023/6/26 14.57 -2.35% -164.82万 -10.42% -6.16万 -0.39% -158.66万 -10.03% 140.59万 8.89% 24.23万 1.53%
2023/6/21 14.92 -1.39% -295.54万 -16.95% -281.05万 -16.12% -14.49万 -0.83% 256.60万 14.72% 38.94万 2.23%
2023/6/20 15.13 -1.69% -106.22万 -10.15% 0 0.00% -106.22万 -10.15% -31.01万 -2.96% 137.22万 13.12%
2023/6/19 15.39 -1.97% -278.06万 -14.57% -138.03万 -7.23% -140.03万 -7.34% 171.23万 8.97% 106.83万 5.60%
2023/6/16 15.7 0.58% -56.20万 -4.73% 1.88万 0.16% -58.08万 -4.89% 33.01万 2.78% 23.19万 1.95%
2023/6/15 15.61 -1.20% -352.11万 -15.47% -82.52万 -3.63% -269.58万 -11.84% -66.66万 -2.93% 418.76万 18.40%
2023/6/14 15.8 1.35% -34.37万 -1.63% 2.07万 0.10% -36.44万 -1.72% -478.72万 -22.65% 513.09万 24.28%
2023/6/13 15.59 2.70% -102.26万 -3.08% 3130 0.01% -102.58万 -3.09% -223.47万 -6.73% 325.74万 9.81%
2023/6/12 15.18 2.22% -225.90万 -8.20% 2.31万 0.08% -228.21万 -8.28% -705.61万 -25.61% 931.51万 33.80%
2023/6/9 14.85 -0.60% 50.31万 3.47% -1.05万 -0.07% 51.36万 3.54% 28.48万 1.96% -78.79万 -5.43%
2023/6/8 14.94 0.40% -183.85万 -8.68% 5.86万 0.28% -189.71万 -8.95% -118.71万 -5.60% 302.56万 14.28%
2023/6/7 14.88 2.27% 452.88万 22.02% 0 0.00% 452.88万 22.02% -196.61万 -9.56% -256.27万 -12.46%
2023/6/6 14.55 -1.76% -221.75万 -16.08% -52.18万 -3.78% -169.57万 -12.30% 208.45万 15.12% 13.30万 0.96%
2023/6/5 14.81 -1.66% -152.26万 -10.24% -14.08万 -0.95% -138.18万 -9.29% 211.39万 14.22% -59.13万 -3.98%
2023/6/2 15.06 0.00% -252.55万 -8.55% -200.47万 -6.79% -52.08万 -1.76% 248.55万 8.41% 4.01万 0.14%
2023/6/1 15.06 1.41% 311.00万 11.14% 38.51万 1.38% 272.49万 9.76% 73.46万 2.63% -384.45万 -13.77%
2023/5/31 14.85 -0.47% 317.74万 12.50% 1387 0.01% 317.61万 12.50% 288.54万 11.35% -606.29万 -23.85%
2023/5/30 14.92 0.27% -83.02万 -5.35% 46.29万 2.98% -129.32万 -8.33% 65.66万 4.23% 17.36万 1.12%
2023/5/29 14.88 -0.93% -30.15万 -2.16% -53.56万 -3.83% 23.41万 1.68% 118.47万 8.48% -88.33万 -6.32%
2023/5/26 15.02 -0.20% -231.68万 -10.48% -322.87万 -14.60% 91.19万 4.12% 198.42万 8.97% 33.26万 1.50%
2023/5/25 15.05 0.00% 120.67万 4.26% 223.00万 7.87% -102.33万 -3.61% -16.85万 -0.59% -103.82万 -3.66%
2023/5/24 15.05 -3.65% -360.72万 -10.86% -176.23万 -5.30% -184.48万 -5.55% -354.57万 -10.67% 715.28万 21.53%
2023/5/23 15.62 -1.88% -90.82万 -4.51% -132.86万 -6.60% 42.04万 2.09% -64.24万 -3.19% 155.06万 7.70%
2023/5/22 15.92 -1.18% -399.74万 -18.60% -79.57万 -3.70% -320.16万 -14.90% 25.79万 1.20% 373.94万 17.40%
2023/5/19 16.11 -2.19% -373.64万 -12.40% -58.05万 -1.93% -315.58万 -10.48% -130.76万 -4.34% 504.39万 16.74%
2023/5/18 16.47 -1.38% -475.61万 -7.10% -166.12万 -2.48% -309.49万 -4.62% -92.42万 -1.38% 568.03万 8.48%
2023/5/17 16.7 1.83% 393.44万 7.19% 15.58万 0.28% 377.86万 6.91% -226.14万 -4.13% -167.30万 -3.06%
2023/5/16 16.4 2.24% -71.18万 -0.87% -83.51万 -1.02% 12.33万 0.15% 436.74万 5.32% -365.56万 -4.45%
2023/5/15 16.04 7.00% 722.18万 11.32% 176.16万 2.76% 546.02万 8.56% -824.36万 -12.92% 102.18万 1.60%
2023/5/12 14.99 -2.54% -757.51万 -22.75% -55.83万 -1.68% -701.68万 -21.07% 374.25万 11.24% 383.27万 11.51%
2023/5/11 15.38 1.92% -81.53万 -2.69% -2.46万 -0.08% -79.08万 -2.61% 2.02万 0.07% 79.52万 2.63%
2023/5/10 15.09 5.60% 108.96万 2.04% 84.98万 1.59% 23.98万 0.45% -297.71万 -5.58% 188.75万 3.54%
2023/5/9 14.29 -0.07% -386.22万 -11.77% -198.23万 -6.04% -187.99万 -5.73% 236.28万 7.20% 149.94万 4.57%
2023/5/8 14.3 -1.58% -314.37万 -12.50% 87.27万 3.47% -401.64万 -15.97% 18.40万 0.73% 295.97万 11.77%
2023/5/5 14.53 -6.32% -288.89万 -7.53% -280.93万 -7.32% -7.96万 -0.21% 207.95万 5.42% 80.94万 2.11%
2023/5/4 15.51 1.77% -610.75万 -17.75% -258.97万 -7.52% -351.78万 -10.22% -168.93万 -4.91% 779.69万 22.65%
2023/4/28 15.24 2.56% -168.32万 -4.69% -3082 -0.01% -168.01万 -4.69% 12.47万 0.35% 155.84万 4.35%
2023/4/27 14.86 -2.81% -297.16万 -6.83% -150.37万 -3.46% -146.78万 -3.38% 158.38万 3.64% 138.78万 3.19%
2023/4/26 15.29 -1.42% -266.06万 -7.66% -35.20万 -1.01% -230.86万 -6.65% -225.37万 -6.49% 491.43万 14.15%
2023/4/25 15.51 -3.84% -817.14万 -10.42% -472.81万 -6.03% -344.33万 -4.39% 350.53万 4.47% 466.61万 5.95%
2023/4/24 16.13 -9.69% 717.40万 4.60% 836.28万 5.36% -118.88万 -0.76% 362.04万 2.32% -1079.44万 -6.92%
2023/4/21 17.86 1.53% 150.18万 3.33% 42.75万 0.95% 107.43万 2.38% 637.29万 14.13% -787.47万 -17.46%
2023/4/20 17.59 -0.17% -6.35万 -0.32% 0 0.00% -6.35万 -0.32% 246.66万 12.38% -240.31万 -12.06%
2023/4/19 17.62 -2.27% 509.81万 12.05% 76.83万 1.82% 432.98万 10.23% 55.75万 1.32% -565.57万 -13.37%
2023/4/18 18.03 4.64% -766.84万 -7.54% -72.02万 -0.71% -694.82万 -6.84% -19.27万 -0.19% 786.11万 7.73%
2023/4/17 17.23 0.06% -33.98万 -2.86% 0 0.00% -33.98万 -2.86% 42.01万 3.53% -8.03万 -0.68%
2023/4/14 17.22 -0.12% -123.53万 -6.47% 6.86万 0.36% -130.40万 -6.83% 66.96万 3.51% 56.57万 2.96%
2023/4/13 17.24 2.99% 151.54万 5.13% 24.36万 0.82% 127.18万 4.31% -39.35万 -1.33% -112.19万 -3.80%
2023/4/12 16.74 -0.36% -175.83万 -12.20% -157.46万 -10.93% -18.37万 -1.28% 131.46万 9.12% 44.38万 3.08%
2023/4/11 16.8 -1.12% -1027 -0.01% -10.52万 -0.83% 10.42万 0.83% 35.51万 2.82% -35.41万 -2.81%
2023/4/10 16.99 -2.91% -99.18万 -4.30% -21.91万 -0.95% -77.27万 -3.35% 383.63万 16.65% -284.45万 -12.34%
2023/4/7 17.5 3.06% -30.05万 -1.11% -134.44万 -4.99% 104.40万 3.87% -234.99万 -8.72% 265.04万 9.84%
2023/4/6 16.98 1.56% -259.70万 -9.53% -196.83万 -7.22% -62.86万 -2.31% 62.03万 2.28% 197.66万 7.26%
2023/4/4 16.72 -0.18% 112.59万 6.97% 34.91万 2.16% 77.68万 4.81% 57.73万 3.58% -170.31万 -10.55%
2023/4/3 16.75 0.30% -49.80万 -3.80% 0 0.00% -49.80万 -3.80% 120.34万 9.19% -70.54万 -5.39%
2023/3/31 16.7 -0.36% 72.32万 6.27% 121.69万 10.55% -49.36万 -4.28% 23.71万 2.05% -96.03万 -8.32%
2023/3/30 16.76 -1.64% -317.10万 -19.07% -67.69万 -4.07% -249.41万 -15.00% 379.01万 22.79% -61.91万 -3.72%
2023/3/29 17.04 -1.73% -75.94万 -4.37% -24.50万 -1.41% -51.45万 -2.96% 301.92万 17.35% -225.98万 -12.99%
2023/3/28 17.34 -1.42% 2.36万 0.12% 0 0.00% 2.36万 0.12% 203.87万 10.06% -206.23万 -10.17%
2023/3/27 17.59 3.84% 793.14万 16.94% 85.04万 1.82% 708.10万 15.13% -379.71万 -8.11% -413.43万 -8.83%
2023/3/24 16.94 -1.22% -111.31万 -7.16% 0 0.00% -111.31万 -7.16% 166.47万 10.71% -55.16万 -3.55%
2023/3/23 17.15 -0.46% 63.50万 3.36% -27.10万 -1.44% 90.60万 4.80% -75.80万 -4.02% 12.30万 0.65%
2023/3/22 17.23 4.49% -137.53万 -3.44% -54.60万 -1.36% -82.93万 -2.07% 372.69万 9.32% -235.15万 -5.88%
2023/3/21 16.49 0.43% 57.91万 4.25% 0 0.00% 57.91万 4.25% 179.41万 13.17% -237.31万 -17.42%
2023/3/20 16.42 -0.12% -28.52万 -1.68% -53.39万 -3.14% 24.87万 1.46% -214.14万 -12.60% 242.66万 14.28%
2023/3/17 16.44 -0.18% 39.44万 3.18% 0 0.00% 39.44万 3.18% 49.12万 3.96% -88.56万 -7.14%
2023/3/16 16.47 -2.26% -79.21万 -8.34% 0 0.00% -79.21万 -8.34% -20.92万 -2.20% 100.13万 10.54%
2023/3/15 16.85 1.75% -2.53万 -0.27% 0 0.00% -2.53万 -0.27% 48.57万 5.09% -46.05万 -4.83%
2023/3/14 16.56 -1.72% -47.82万 -4.84% -6.16万 -0.62% -41.66万 -4.22% 77.03万 7.79% -29.20万 -2.96%
2023/3/13 16.85 -1.35% -122.10万 -8.05% -4.46万 -0.29% -117.64万 -7.75% 68.85万 4.54% 53.26万 3.51%
2023/3/10 17.08 -1.27% -16.46万 -1.27% 0 0.00% -16.46万 -1.27% 108.84万 8.39% -92.38万 -7.12%
2023/3/9 17.3 -0.57% 9.72万 0.71% -63.68万 -4.64% 73.40万 5.35% 122.70万 8.94% -132.42万 -9.65%
2023/3/8 17.4 3.33% 248.68万 11.37% 90.91万 4.16% 157.78万 7.21% 158.63万 7.25% -407.31万 -18.62%
2023/3/7 16.84 -1.81% -236.14万 -11.70% -120.61万 -5.98% -115.53万 -5.72% 89.28万 4.42% 146.86万 7.28%
2023/3/6 17.15 -0.41% -143.38万 -5.80% 15.71万 0.63% -159.08万 -6.43% 177.38万 7.17% -34.00万 -1.37%
2023/3/3 17.22 -1.82% -280.48万 -15.20% -51.74万 -2.80% -228.74万 -12.39% 136.56万 7.40% 143.92万 7.80%
2023/3/2 17.54 -0.34% -55.10万 -2.82% -20.38万 -1.04% -34.72万 -1.78% -78.11万 -3.99% 133.21万 6.81%
2023/3/1 17.6 -0.79% 362.68万 7.87% 108.62万 2.36% 254.06万 5.51% -119.62万 -2.60% -243.06万 -5.27%
2023/2/28 17.74 0.45% -59.10万 -2.12% -37.84万 -1.36% -21.26万 -0.76% 105.27万 3.77% -46.17万 -1.65%
2023/2/27 17.66 5.12% 143.11万 2.14% 190.24万 2.85% -47.13万 -0.70% 95.25万 1.42% -238.36万 -3.57%
2023/2/24 16.8 0.36% -216.00万 -13.26% -162.23万 -9.96% -53.77万 -3.30% 160.95万 9.88% 55.05万 3.38%
2023/2/23 16.74 -1.41% -191.68万 -9.31% 98.80万 4.80% -290.47万 -14.10% 23.34万 1.13% 168.33万 8.17%
2023/2/22 16.98 2.60% 146.17万 2.63% -205.88万 -3.71% 352.05万 6.34% -435.99万 -7.85% 289.82万 5.22%
2023/2/21 16.55 0.49% -40.32万 -2.54% -5.27万 -0.33% -35.05万 -2.21% 116.57万 7.35% -76.25万 -4.81%
2023/2/20 16.47 1.92% -178.97万 -11.38% 25.76万 1.64% -204.73万 -13.02% 10.10万 0.64% 168.87万 10.74%
2023/2/17 16.16 0.37% -158.73万 -8.91% 0 0.00% -158.73万 -8.91% 91.96万 5.16% 66.77万 3.75%
2023/2/16 16.1 -0.49% 424.33万 14.99% 119.30万 4.21% 305.03万 10.77% -184.78万 -6.53% -239.55万 -8.46%
2023/2/15 16.18 -0.68% -143.24万 -8.76% -32.50万 -1.99% -110.74万 -6.77% -80.40万 -4.92% 223.64万 13.67%
2023/2/14 16.29 0.31% -137.72万 -11.54% -52.80万 -4.42% -84.92万 -7.11% -16.36万 -1.37% 154.09万 12.91%
2023/2/13 16.24 0.25% -54.94万 -2.15% -46.84万 -1.84% -8.10万 -0.32% 191.55万 7.51% -136.61万 -5.36%
2023/2/10 16.2 2.47% 171.17万 6.73% 10.08万 0.40% 161.09万 6.33% -375.36万 -14.75% 204.19万 8.03%
2023/2/9 15.81 -0.44% -81.20万 -5.54% -15.67万 -1.07% -65.53万 -4.47% 92.49万 6.31% -11.30万 -0.77%
2023/2/8 15.88 -1.12% -297.28万 -18.59% -5.36万 -0.33% -291.92万 -18.25% -38.00万 -2.38% 335.28万 20.96%
2023/2/7 16.06 0.50% 103.12万 3.51% 205.02万 6.98% -101.90万 -3.47% -52.40万 -1.78% -50.72万 -1.73%
2023/2/6 15.98 0.76% -184.40万 -4.79% -577.08万 -15.00% 392.68万 10.21% 824.69万 21.44% -640.29万 -16.65%
2023/2/3 15.86 0.32% -9.40万 -0.80% 0 0.00% -9.40万 -0.80% 12.05万 1.02% -2.65万 -0.22%
案例300068
爬取表格数据：
数据 300068 如下：
日期 收盘价 涨跌幅 主力净流入 超大单净流入 大单净流入 中单净流入 小单净流入
净额 净占比 净额 净占比 净额 净占比 净额 净占比 净额 净占比
2023/6/30 19.36 2.54% 2900.55万 6.68% 3329.53万 7.66% -428.99万 -0.99% -748.16万 -1.72% -2152.39万 -4.95%
2023/6/29 18.88 0.64% 1251.02万 5.12% -387.12万 -1.59% 1638.14万 6.71% -592.73万 -2.43% -658.29万 -2.70%
2023/6/28 18.76 -0.27% 436.89万 1.57% -111.53万 -0.40% 548.42万 1.97% -610.17万 -2.19% 173.28万 0.62%
2023/6/27 18.81 1.57% 2099.55万 6.04% -73.42万 -0.21% 2172.97万 6.26% 10.92万 0.03% -2110.47万 -6.08%
2023/6/26 18.52 0.60% -971.19万 -3.29% -451.91万 -1.53% -519.27万 -1.76% -1321.26万 -4.48% 2292.45万 7.78%
2023/6/21 18.41 -2.18% -260.51万 -0.87% 1250.57万 4.15% -1511.08万 -5.02% -190.19万 -0.63% 450.70万 1.50%
2023/6/20 18.82 0.80% -1438.00万 -4.02% -3295.58万 -9.22% 1857.58万 5.19% 1990.86万 5.57% -552.85万 -1.55%
2023/6/19 18.67 -2.20% 30.02万 0.08% 1307.41万 3.29% -1277.39万 -3.21% -2460.55万 -6.19% 2430.53万 6.11%
2023/6/16 19.09 0.74% -2044.41万 -6.31% 312.86万 0.97% -2357.28万 -7.27% -443.40万 -1.37% 2487.81万 7.68%
2023/6/15 18.95 3.67% 2806.72万 6.21% 2799.50万 6.19% 7.22万 0.02% -233.21万 -0.52% -2573.51万 -5.69%
2023/6/14 18.28 -2.09% -3114.89万 -13.23% -1475.66万 -6.27% -1639.23万 -6.96% -229.79万 -0.98% 3344.68万 14.20%
2023/6/13 18.67 0.05% -589.44万 -3.13% -680.39万 -3.61% 90.95万 0.48% -28.86万 -0.15% 618.29万 3.28%
2023/6/12 18.66 2.53% 4334.24万 16.06% -209.69万 -0.78% 4543.93万 16.84% -2572.08万 -9.53% -1762.16万 -6.53%
2023/6/9 18.2 -0.98% -1316.02万 -5.98% -818.33万 -3.72% -497.69万 -2.26% 126.02万 0.57% 1190.00万 5.40%
2023/6/8 18.38 -0.27% 908.76万 4.11% 353.55万 1.60% 555.22万 2.51% 713.07万 3.22% -1621.84万 -7.33%
2023/6/7 18.43 -0.32% -3038.55万 -15.69% 142.09万 0.73% -3180.64万 -16.42% -363.78万 -1.88% 3402.33万 17.57%
2023/6/6 18.49 -3.35% -1647.54万 -3.78% 701.01万 1.61% -2348.56万 -5.38% -564.52万 -1.29% 2212.06万 5.07%
2023/6/5 19.13 -1.65% -1802.93万 -8.07% -167.77万 -0.75% -1635.16万 -7.32% 568.04万 2.54% 1234.89万 5.53%
2023/6/2 19.45 1.14% -727.27万 -3.03% -901.01万 -3.76% 173.75万 0.72% 491.97万 2.05% 235.29万 0.98%
2023/6/1 19.23 -0.72% -4829.65万 -19.39% -897.50万 -3.60% -3932.14万 -15.78% 1153.51万 4.63% 3676.14万 14.76%
2023/5/31 19.37 -3.78% -5989.95万 -15.62% -3120.92万 -8.14% -2869.04万 -7.48% 645.43万 1.68% 5344.52万 13.94%
2023/5/30 20.13 2.29% -1909.20万 -5.96% -357.22万 -1.12% -1551.97万 -4.85% -2705.91万 -8.45% 4615.10万 14.41%
2023/5/29 19.68 -7.08% -1.09亿 -16.20% -6224.61万 -9.27% -4649.38万 -6.92% 962.47万 1.43% 9911.52万 14.76%
2023/5/26 21.18 -3.20% -2372.95万 -6.24% -2694.79万 -7.09% 321.85万 0.85% 2513.36万 6.61% -140.42万 -0.37%
2023/5/25 21.88 3.70% 5085.59万 7.75% 2886.80万 4.40% 2198.79万 3.35% -2521.81万 -3.84% -2563.78万 -3.91%
2023/5/24 21.1 0.86% -1440.42万 -5.01% 87.50万 0.30% -1527.91万 -5.32% -1006.83万 -3.50% 2447.25万 8.52%
2023/5/23 20.92 -1.97% -3097.45万 -10.75% -1421.95万 -4.93% -1675.50万 -5.81% 816.61万 2.83% 2280.84万 7.91%
2023/5/22 21.34 -0.23% 972.73万 3.32% -43.24万 -0.15% 1015.97万 3.47% 24.15万 0.08% -996.88万 -3.40%
2023/5/19 21.39 2.79% 2528.24万 6.74% 660.47万 1.76% 1867.77万 4.98% -2105.98万 -5.61% -422.26万 -1.13%
2023/5/18 20.81 -2.07% -3640.83万 -10.94% -2090.34万 -6.28% -1550.49万 -4.66% -391.95万 -1.18% 4032.79万 12.12%
2023/5/17 21.25 0.52% -1083.11万 -3.09% -331.66万 -0.95% -751.45万 -2.14% 75.94万 0.22% 1007.17万 2.87%
2023/5/16 21.14 0.81% 2676.12万 4.94% 63.92万 0.12% 2612.20万 4.82% 909.83万 1.68% -3585.95万 -6.62%
2023/5/15 20.97 3.30% 5978.17万 10.60% 1955.61万 3.47% 4022.56万 7.13% -502.45万 -0.89% -5475.71万 -9.71%
2023/5/12 20.3 -2.54% -2022.61万 -6.46% -1476.80万 -4.71% -545.82万 -1.74% 2109.73万 6.73% -87.12万 -0.28%
2023/5/11 20.83 2.71% 6631.07万 9.47% 2900.39万 4.14% 3730.68万 5.33% 3657.85万 5.22% -1.03亿 -14.70%
2023/5/10 20.28 3.68% 3874.29万 7.93% 2711.64万 5.55% 1162.65万 2.38% -985.92万 -2.02% -2888.37万 -5.91%
2023/5/9 19.56 -2.15% -4250.01万 -14.18% -1207.50万 -4.03% -3042.51万 -10.15% -465.77万 -1.55% 4715.78万 15.74%
2023/5/8 19.99 0.15% 391.98万 1.23% -62.69万 -0.20% 454.67万 1.43% 190.53万 0.60% -582.51万 -1.83%
2023/5/5 19.96 -0.45% 4432.26万 9.33% 1048.14万 2.21% 3384.12万 7.13% 1016.89万 2.14% -5449.15万 -11.47%
2023/5/4 20.05 -0.15% -819.47万 -2.32% -962.83万 -2.73% 143.36万 0.41% 504.40万 1.43% 315.07万 0.89%
2023/4/28 20.08 -3.37% -5702.84万 -12.36% -2607.40万 -5.65% -3095.45万 -6.71% 249.28万 0.54% 5453.56万 11.82%
2023/4/27 20.78 0.10% 1576.44万 2.94% 1922.41万 3.59% -345.97万 -0.65% 3317.78万 6.19% -4894.22万 -9.13%
2023/4/26 20.76 7.40% 5365.05万 7.33% 4510.82万 6.16% 854.23万 1.17% -595.48万 -0.81% -4769.57万 -6.51%
2023/4/25 19.33 -2.28% -1.04亿 -20.67% -3300.54万 -6.59% -7050.58万 -14.08% -4968.10万 -9.92% 1.53亿 30.59%
2023/4/24 19.78 -3.37% -7980.21万 -13.92% -3627.96万 -6.33% -4352.25万 -7.59% -941.65万 -1.64% 8921.85万 15.57%
2023/4/21 20.47 -1.59% -4413.21万 -9.76% -137.29万 -0.30% -4275.92万 -9.46% 584.74万 1.29% 3828.47万 8.47%
2023/4/20 20.8 -4.50% -8054.78万 -12.12% -6071.77万 -9.13% -1983.01万 -2.98% 2925.00万 4.40% 5129.78万 7.72%
2023/4/19 21.78 1.63% 1828.87万 2.62% -40.58万 -0.06% 1869.45万 2.68% 1482.03万 2.12% -3310.90万 -4.74%
2023/4/18 21.43 2.44% 3468.85万 5.10% 3637.08万 5.35% -168.23万 -0.25% 3615.51万 5.32% -7084.37万 -10.42%
2023/4/17 20.92 -0.66% -3575.06万 -10.10% -2068.94万 -5.85% -1506.13万 -4.26% 697.47万 1.97% 2877.59万 8.13%
2023/4/14 21.06 0.14% 521.46万 1.27% 10.98万 0.03% 510.47万 1.25% 494.85万 1.21% -1016.31万 -2.48%
2023/4/13 21.03 -1.17% -2203.18万 -6.52% -694.15万 -2.05% -1509.03万 -4.46% 452.46万 1.34% 1750.72万 5.18%
2023/4/12 21.28 -1.07% -6541.70万 -17.73% -1390.93万 -3.77% -5150.77万 -13.96% 995.43万 2.70% 5546.27万 15.04%
2023/4/11 21.51 -3.50% -2250.57万 -3.75% -2465.86万 -4.11% 215.30万 0.36% -2812.54万 -4.69% 5063.11万 8.44%
2023/4/10 22.29 1.87% -590.56万 -1.12% -179.72万 -0.34% -410.84万 -0.78% -750.89万 -1.42% 1341.44万 2.53%
2023/4/7 21.88 -2.32% -5709.32万 -12.14% -3781.01万 -8.04% -1928.31万 -4.10% 1521.12万 3.24% 4188.20万 8.91%
2023/4/6 22.4 0.31% 1033.51万 2.30% 731.94万 1.63% 301.57万 0.67% -2782.74万 -6.19% 1749.22万 3.89%
2023/4/4 22.33 -4.41% -7151.36万 -10.06% -5926.16万 -8.33% -1225.20万 -1.72% 1748.96万 2.46% 5402.40万 7.60%
2023/4/3 23.36 0.99% -242.44万 -0.42% -1710.40万 -2.97% 1467.96万 2.55% -468.59万 -0.81% 711.03万 1.24%
2023/3/31 23.13 0.39% -1037.05万 -2.11% -2827.50万 -5.75% 1790.45万 3.64% -1129.89万 -2.30% 2166.94万 4.41%
2023/3/30 23.04 -0.99% -1058.87万 -2.43% -598.44万 -1.38% -460.43万 -1.06% -1589.15万 -3.65% 2648.01万 6.08%
2023/3/29 23.27 -1.10% -4219.03万 -8.13% -2326.66万 -4.48% -1892.37万 -3.64% -338.91万 -0.65% 4557.94万 8.78%
2023/3/28 23.53 -1.22% -1853.56万 -3.43% -2713.89万 -5.03% 860.33万 1.59% 628.03万 1.16% 1225.53万 2.27%
2023/3/27 23.82 1.36% 4172.35万 5.28% 1794.13万 2.27% 2378.22万 3.01% 1028.25万 1.30% -5200.60万 -6.58%
2023/3/24 23.5 2.04% 6707.32万 8.90% 3935.59万 5.22% 2771.73万 3.68% -1411.25万 -1.87% -5296.06万 -7.03%
2023/3/23 23.03 -0.30% 2247.07万 3.92% 88.48万 0.15% 2158.59万 3.77% -2352.66万 -4.11% 105.59万 0.18%
2023/3/22 23.1 -0.43% -2470.14万 -4.15% -2458.80万 -4.13% -11.34万 -0.02% -565.64万 -0.95% 3035.78万 5.10%
2023/3/21 23.2 4.32% 4404.01万 4.86% 4637.24万 5.11% -233.24万 -0.26% -677.23万 -0.75% -3726.77万 -4.11%
2023/3/20 22.24 1.41% -7252.27万 -8.45% -1149.41万 -1.34% -6102.87万 -7.11% 4410.40万 5.14% 2841.87万 3.31%
2023/3/17 21.93 -3.82% -1.23亿 -15.26% -8289.65万 -10.31% -3983.11万 -4.95% 4411.50万 5.49% 7861.26万 9.77%
2023/3/16 22.8 -2.40% -6257.62万 -11.22% -5616.83万 -10.07% -640.80万 -1.15% 192.04万 0.34% 6065.58万 10.88%
2023/3/15 23.36 -0.47% -1484.72万 -3.37% -1385.29万 -3.15% -99.44万 -0.23% 2328.60万 5.29% -843.87万 -1.92%
2023/3/14 23.47 -0.38% -8661.10万 -11.67% -4787.50万 -6.45% -3873.59万 -5.22% 3263.73万 4.40% 5397.37万 7.27%
2023/3/13 23.56 -3.48% -1.43亿 -19.37% -1.32亿 -17.96% -1041.84万 -1.41% -214.30万 -0.29% 1.45亿 19.66%
2023/3/10 24.41 -1.41% -1860.54万 -5.38% -1265.77万 -3.66% -594.76万 -1.72% 243.58万 0.70% 1616.96万 4.68%
2023/3/9 24.76 -1.63% -1359.81万 -2.49% 162.49万 0.30% -1522.30万 -2.78% -1611.96万 -2.95% 2971.77万 5.44%
2023/3/8 25.17 0.24% 442.55万 0.94% 734.55万 1.56% -292.00万 -0.62% -331.77万 -0.70% -110.78万 -0.24%
2023/3/7 25.11 -2.11% -4800.37万 -8.75% -2877.81万 -5.24% -1922.57万 -3.50% 2257.79万 4.11% 2542.58万 4.63%
2023/3/6 25.65 1.38% -1411.92万 -1.71% -1578.70万 -1.91% 166.78万 0.20% -503.65万 -0.61% 1915.57万 2.32%
2023/3/3 25.3 1.00% -106.86万 -0.20% -4100.52万 -7.86% 3993.66万 7.65% 1110.42万 2.13% -1003.56万 -1.92%
2023/3/2 25.05 -2.83% -6822.25万 -10.52% -3641.93万 -5.62% -3180.33万 -4.91% -992.95万 -1.53% 7815.20万 12.06%
2023/3/1 25.78 -1.04% -50.53万 -0.06% -3485.47万 -4.30% 3434.94万 4.23% -2714.75万 -3.35% 2765.28万 3.41%
2023/2/28 26.05 -0.72% 310.81万 0.60% -445.42万 -0.85% 756.24万 1.45% -2777.71万 -5.33% 2466.89万 4.73%
2023/2/27 26.24 1.98% 3048.33万 4.79% -83.17万 -0.13% 3131.50万 4.92% -1570.16万 -2.47% -1478.17万 -2.32%
2023/2/24 25.73 -1.87% -5870.79万 -12.62% -5137.40万 -11.04% -733.39万 -1.58% 480.10万 1.03% 5390.69万 11.59%
2023/2/23 26.22 -0.34% -7454.94万 -9.28% -7372.03万 -9.18% -82.91万 -0.10% 3088.12万 3.85% 4366.82万 5.44%
2023/2/22 26.31 -1.64% -7313.12万 -7.14% -2985.10万 -2.91% -4328.02万 -4.22% 2357.73万 2.30% 4955.39万 4.84%
2023/2/21 26.75 4.78% 1990.98万 1.61% 3485.60万 2.83% -1494.62万 -1.21% 3322.33万 2.69% -5313.31万 -4.31%
2023/2/20 25.53 0.24% -7894.96万 -9.18% -5163.69万 -6.00% -2731.28万 -3.18% 3654.35万 4.25% 4240.61万 4.93%
2023/2/17 25.47 -5.77% -8746.78万 -7.81% -3899.96万 -3.48% -4846.82万 -4.33% -752.77万 -0.67% 9499.55万 8.48%
2023/2/16 27.03 1.27% 1.30亿 7.93% 4349.38万 2.64% 8699.18万 5.29% -4356.00万 -2.65% -8692.56万 -5.28%
2023/2/15 26.69 -0.63% -2064.23万 -2.53% -3829.91万 -4.70% 1765.68万 2.16% -706.31万 -0.87% 2770.53万 3.40%
2023/2/14 26.86 -1.10% 1270.65万 1.56% -3058.48万 -3.76% 4329.13万 5.33% 3402.90万 4.19% -4673.55万 -5.75%
2023/2/13 27.16 8.42% 1.09亿 7.74% 9595.40万 6.79% 1352.29万 0.96% -6525.66万 -4.62% -4422.04万 -3.13%
2023/2/10 25.05 -3.13% -9527.77万 -10.18% -6664.89万 -7.12% -2862.88万 -3.06% 4498.48万 4.80% 5029.29万 5.37%
2023/2/9 25.86 1.89% 2356.92万 1.80% 1053.97万 0.81% 1302.95万 1.00% -4688.72万 -3.58% 2331.80万 1.78%
2023/2/8 25.38 5.14% 1565.73万 0.97% 8795.62万 5.48% -7229.89万 -4.50% -2382.33万 -1.48% 816.60万 0.51%
2023/2/7 24.14 7.15% 1.25亿 8.05% 1.28亿 8.22% -262.72万 -0.17% -4267.80万 -2.74% -8271.79万 -5.31%
2023/2/6 22.53 -1.31% -5741.56万 -9.47% -4527.27万 -7.47% -1214.28万 -2.00% 3434.12万 5.66% 2307.44万 3.81%
2023/2/3 22.83 -2.52% -1.41亿 -17.65% -1.06亿 -13.28% -3501.24万 -4.37% 3811.74万 4.76% 1.03亿 12.89%
2023/2/2 23.42 -3.38% -9308.09万 -9.27% -6596.86万 -6.57% -2711.23万 -2.70% -911.89万 -0.91% 1.02亿 10.18%
读取数据：
数据处理：
绘制图像
ax=plt.gca()
legend=ax.legend() # 定义图例参数
legend.get_frame().set_linewidth(0.2)
legend.get_frame().set_edgecolor("blue")
legend.get_frame().set_facecolor("yellow")
legend.get_frame().set_alpha(0.5)
legend.set_title(str(out_list[ij]),prop={"size":5})
# plt.show()
数据图像导出
原始数据下载链接：
数据下载： 股市 000301到003043资金流
数据下载： 股市 600000到603999资金流
数据下载：股市 300001到300015 资金流
图像参考下载链接：
图像下载：https://download.csdn.net/download/dongbao520/88037212
图像下载：https://download.csdn.net/download/dongbao520/88037209
图像下载：https://download.csdn.net/download/dongbao520/88037204
本文的所有数据和图表内容仅供参考。
数据仅供参考。
数据仅供参考。
数据仅供参考。