老板给的数据任务重，逼得我开始可视化

电玩女神 2022-11-06 12:52 16阅读 0赞

# 老板给的数据任务重，逼得我开始可视化 #

--------------------

### 文章目录 ###

*  老板给的数据任务重，逼得我开始可视化
 *  前言
 *  完整代码
 *  效果展示

--------------------

# 前言 #

--------------------

![在这里插入图片描述][20210309222403979.gif_pic_center]

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1hSVE9OWQ_size_16_color_FFFFFF_t_70]

# 完整代码 #

import pyecharts.options as opts
    from pyecharts.charts import Timeline, Bar, Pie
    
    
    total_data = { }
    name_list = [
        "北京",
        "天津",
        "河北",
        "山西",
        "内蒙古",
        "辽宁",
        "吉林",
        "黑龙江",
        "上海",
        "江苏",
        "浙江",
        "安徽",
        "福建",
        "江西",
        "山东",
        "河南",
        "湖北",
        "湖南",
        "广东",
        "广西",
        "海南",
        "重庆",
        "四川",
        "贵州",
        "云南",
        "西藏",
        "陕西",
        "甘肃",
        "青海",
        "宁夏",
        "新疆",
    ]
    data_gdp = { 
        2011: [
            16251.93,
            11307.28,
            24515.76,
            11237.55,
            14359.88,
            22226.7,
            10568.83,
            12582,
            19195.69,
            49110.27,
            32318.85,
            15300.65,
            17560.18,
            11702.82,
            45361.85,
            26931.03,
            19632.26,
            19669.56,
            53210.28,
            11720.87,
            2522.66,
            10011.37,
            21026.68,
            5701.84,
            8893.12,
            605.83,
            12512.3,
            5020.37,
            1670.44,
            2102.21,
            6610.05,
        ],
        2010: [
            14113.58,
            9224.46,
            20394.26,
            9200.86,
            11672,
            18457.27,
            8667.58,
            10368.6,
            17165.98,
            41425.48,
            27722.31,
            12359.33,
            14737.12,
            9451.26,
            39169.92,
            23092.36,
            15967.61,
            16037.96,
            46013.06,
            9569.85,
            2064.5,
            7925.58,
            17185.48,
            4602.16,
            7224.18,
            507.46,
            10123.48,
            4120.75,
            1350.43,
            1689.65,
            5437.47,
        ],
        2009: [
            12153.03,
            7521.85,
            17235.48,
            7358.31,
            9740.25,
            15212.49,
            7278.75,
            8587,
            15046.45,
            34457.3,
            22990.35,
            10062.82,
            12236.53,
            7655.18,
            33896.65,
            19480.46,
            12961.1,
            13059.69,
            39482.56,
            7759.16,
            1654.21,
            6530.01,
            14151.28,
            3912.68,
            6169.75,
            441.36,
            8169.8,
            3387.56,
            1081.27,
            1353.31,
            4277.05,
        ],
        2008: [
            11115,
            6719.01,
            16011.97,
            7315.4,
            8496.2,
            13668.58,
            6426.1,
            8314.37,
            14069.87,
            30981.98,
            21462.69,
            8851.66,
            10823.01,
            6971.05,
            30933.28,
            18018.53,
            11328.92,
            11555,
            36796.71,
            7021,
            1503.06,
            5793.66,
            12601.23,
            3561.56,
            5692.12,
            394.85,
            7314.58,
            3166.82,
            1018.62,
            1203.92,
            4183.21,
        ],
        2007: [
            9846.81,
            5252.76,
            13607.32,
            6024.45,
            6423.18,
            11164.3,
            5284.69,
            7104,
            12494.01,
            26018.48,
            18753.73,
            7360.92,
            9248.53,
            5800.25,
            25776.91,
            15012.46,
            9333.4,
            9439.6,
            31777.01,
            5823.41,
            1254.17,
            4676.13,
            10562.39,
            2884.11,
            4772.52,
            341.43,
            5757.29,
            2703.98,
            797.35,
            919.11,
            3523.16,
        ],
        2006: [
            8117.78,
            4462.74,
            11467.6,
            4878.61,
            4944.25,
            9304.52,
            4275.12,
            6211.8,
            10572.24,
            21742.05,
            15718.47,
            6112.5,
            7583.85,
            4820.53,
            21900.19,
            12362.79,
            7617.47,
            7688.67,
            26587.76,
            4746.16,
            1065.67,
            3907.23,
            8690.24,
            2338.98,
            3988.14,
            290.76,
            4743.61,
            2277.35,
            648.5,
            725.9,
            3045.26,
        ],
        2005: [
            6969.52,
            3905.64,
            10012.11,
            4230.53,
            3905.03,
            8047.26,
            3620.27,
            5513.7,
            9247.66,
            18598.69,
            13417.68,
            5350.17,
            6554.69,
            4056.76,
            18366.87,
            10587.42,
            6590.19,
            6596.1,
            22557.37,
            3984.1,
            918.75,
            3467.72,
            7385.1,
            2005.42,
            3462.73,
            248.8,
            3933.72,
            1933.98,
            543.32,
            612.61,
            2604.19,
        ],
        2004: [
            6033.21,
            3110.97,
            8477.63,
            3571.37,
            3041.07,
            6672,
            3122.01,
            4750.6,
            8072.83,
            15003.6,
            11648.7,
            4759.3,
            5763.35,
            3456.7,
            15021.84,
            8553.79,
            5633.24,
            5641.94,
            18864.62,
            3433.5,
            819.66,
            3034.58,
            6379.63,
            1677.8,
            3081.91,
            220.34,
            3175.58,
            1688.49,
            466.1,
            537.11,
            2209.09,
        ],
        2003: [
            5007.21,
            2578.03,
            6921.29,
            2855.23,
            2388.38,
            6002.54,
            2662.08,
            4057.4,
            6694.23,
            12442.87,
            9705.02,
            3923.11,
            4983.67,
            2807.41,
            12078.15,
            6867.7,
            4757.45,
            4659.99,
            15844.64,
            2821.11,
            713.96,
            2555.72,
            5333.09,
            1426.34,
            2556.02,
            185.09,
            2587.72,
            1399.83,
            390.2,
            445.36,
            1886.35,
        ],
        2002: [
            4315,
            2150.76,
            6018.28,
            2324.8,
            1940.94,
            5458.22,
            2348.54,
            3637.2,
            5741.03,
            10606.85,
            8003.67,
            3519.72,
            4467.55,
            2450.48,
            10275.5,
            6035.48,
            4212.82,
            4151.54,
            13502.42,
            2523.73,
            642.73,
            2232.86,
            4725.01,
            1243.43,
            2312.82,
            162.04,
            2253.39,
            1232.03,
            340.65,
            377.16,
            1612.6,
        ],
    }
    
    data_pi = { 
        2011: [
            136.27,
            159.72,
            2905.73,
            641.42,
            1306.3,
            1915.57,
            1277.44,
            1701.5,
            124.94,
            3064.78,
            1583.04,
            2015.31,
            1612.24,
            1391.07,
            3973.85,
            3512.24,
            2569.3,
            2768.03,
            2665.2,
            2047.23,
            659.23,
            844.52,
            2983.51,
            726.22,
            1411.01,
            74.47,
            1220.9,
            678.75,
            155.08,
            184.14,
            1139.03,
        ],
        2010: [
            124.36,
            145.58,
            2562.81,
            554.48,
            1095.28,
            1631.08,
            1050.15,
            1302.9,
            114.15,
            2540.1,
            1360.56,
            1729.02,
            1363.67,
            1206.98,
            3588.28,
            3258.09,
            2147,
            2325.5,
            2286.98,
            1675.06,
            539.83,
            685.38,
            2482.89,
            625.03,
            1108.38,
            68.72,
            988.45,
            599.28,
            134.92,
            159.29,
            1078.63,
        ],
        2009: [
            118.29,
            128.85,
            2207.34,
            477.59,
            929.6,
            1414.9,
            980.57,
            1154.33,
            113.82,
            2261.86,
            1163.08,
            1495.45,
            1182.74,
            1098.66,
            3226.64,
            2769.05,
            1795.9,
            1969.69,
            2010.27,
            1458.49,
            462.19,
            606.8,
            2240.61,
            550.27,
            1067.6,
            63.88,
            789.64,
            497.05,
            107.4,
            127.25,
            759.74,
        ],
        2008: [
            112.83,
            122.58,
            2034.59,
            313.58,
            907.95,
            1302.02,
            916.72,
            1088.94,
            111.8,
            2100.11,
            1095.96,
            1418.09,
            1158.17,
            1060.38,
            3002.65,
            2658.78,
            1780,
            1892.4,
            1973.05,
            1453.75,
            436.04,
            575.4,
            2216.15,
            539.19,
            1020.56,
            60.62,
            753.72,
            462.27,
            105.57,
            118.94,
            691.07,
        ],
        2007: [
            101.26,
            110.19,
            1804.72,
            311.97,
            762.1,
            1133.42,
            783.8,
            915.38,
            101.84,
            1816.31,
            986.02,
            1200.18,
            1002.11,
            905.77,
            2509.14,
            2217.66,
            1378,
            1626.48,
            1695.57,
            1241.35,
            361.07,
            482.39,
            2032,
            446.38,
            837.35,
            54.89,
            592.63,
            387.55,
            83.41,
            97.89,
            628.72,
        ],
        2006: [
            88.8,
            103.35,
            1461.81,
            276.77,
            634.94,
            939.43,
            672.76,
            750.14,
            93.81,
            1545.05,
            925.1,
            1011.03,
            865.98,
            786.14,
            2138.9,
            1916.74,
            1140.41,
            1272.2,
            1532.17,
            1032.47,
            323.48,
            386.38,
            1595.48,
            382.06,
            724.4,
            50.9,
            484.81,
            334,
            67.55,
            79.54,
            527.8,
        ],
        2005: [
            88.68,
            112.38,
            1400,
            262.42,
            589.56,
            882.41,
            625.61,
            684.6,
            90.26,
            1461.51,
            892.83,
            966.5,
            827.36,
            727.37,
            1963.51,
            1892.01,
            1082.13,
            1100.65,
            1428.27,
            912.5,
            300.75,
            463.4,
            1481.14,
            368.94,
            661.69,
            48.04,
            435.77,
            308.06,
            65.34,
            72.07,
            509.99,
        ],
        2004: [
            87.36,
            105.28,
            1370.43,
            276.3,
            522.8,
            798.43,
            568.69,
            605.79,
            83.45,
            1367.58,
            814.1,
            950.5,
            786.84,
            664.5,
            1778.45,
            1649.29,
            1020.09,
            1022.45,
            1248.59,
            817.88,
            278.76,
            428.05,
            1379.93,
            334.5,
            607.75,
            44.3,
            387.88,
            286.78,
            60.7,
            65.33,
            461.26,
        ],
        2003: [
            84.11,
            89.91,
            1064.05,
            215.19,
            420.1,
            615.8,
            488.23,
            504.8,
            81.02,
            1162.45,
            717.85,
            749.4,
            692.94,
            560,
            1480.67,
            1198.7,
            798.35,
            886.47,
            1072.91,
            658.78,
            244.29,
            339.06,
            1128.61,
            298.69,
            494.6,
            40.7,
            302.66,
            237.91,
            48.47,
            55.63,
            412.9,
        ],
        2002: [
            82.44,
            84.21,
            956.84,
            197.8,
            374.69,
            590.2,
            446.17,
            474.2,
            79.68,
            1110.44,
            685.2,
            783.66,
            664.78,
            535.98,
            1390,
            1288.36,
            707,
            847.25,
            1015.08,
            601.99,
            222.89,
            317.87,
            1047.95,
            281.1,
            463.44,
            39.75,
            282.21,
            215.51,
            47.31,
            52.95,
            305,
        ],
    }
    
    data_si = { 
        2011: [
            3752.48,
            5928.32,
            13126.86,
            6635.26,
            8037.69,
            12152.15,
            5611.48,
            5962.41,
            7927.89,
            25203.28,
            16555.58,
            8309.38,
            9069.2,
            6390.55,
            24017.11,
            15427.08,
            9815.94,
            9361.99,
            26447.38,
            5675.32,
            714.5,
            5543.04,
            11029.13,
            2194.33,
            3780.32,
            208.79,
            6935.59,
            2377.83,
            975.18,
            1056.15,
            3225.9,
        ],
        2010: [
            3388.38,
            4840.23,
            10707.68,
            5234,
            6367.69,
            9976.82,
            4506.31,
            5025.15,
            7218.32,
            21753.93,
            14297.93,
            6436.62,
            7522.83,
            5122.88,
            21238.49,
            13226.38,
            7767.24,
            7343.19,
            23014.53,
            4511.68,
            571,
            4359.12,
            8672.18,
            1800.06,
            3223.49,
            163.92,
            5446.1,
            1984.97,
            744.63,
            827.91,
            2592.15,
        ],
        2009: [
            2855.55,
            3987.84,
            8959.83,
            3993.8,
            5114,
            7906.34,
            3541.92,
            4060.72,
            6001.78,
            18566.37,
            11908.49,
            4905.22,
            6005.3,
            3919.45,
            18901.83,
            11010.5,
            6038.08,
            5687.19,
            19419.7,
            3381.54,
            443.43,
            3448.77,
            6711.87,
            1476.62,
            2582.53,
            136.63,
            4236.42,
            1527.24,
            575.33,
            662.32,
            1929.59,
        ],
        2008: [
            2626.41,
            3709.78,
            8701.34,
            4242.36,
            4376.19,
            7158.84,
            3097.12,
            4319.75,
            6085.84,
            16993.34,
            11567.42,
            4198.93,
            5318.44,
            3554.81,
            17571.98,
            10259.99,
            5082.07,
            5028.93,
            18502.2,
            3037.74,
            423.55,
            3057.78,
            5823.39,
            1370.03,
            2452.75,
            115.56,
            3861.12,
            1470.34,
            557.12,
            609.98,
            2070.76,
        ],
        2007: [
            2509.4,
            2892.53,
            7201.88,
            3454.49,
            3193.67,
            5544.14,
            2475.45,
            3695.58,
            5571.06,
            14471.26,
            10154.25,
            3370.96,
            4476.42,
            2975.53,
            14647.53,
            8282.83,
            4143.06,
            3977.72,
            16004.61,
            2425.29,
            364.26,
            2368.53,
            4648.79,
            1124.79,
            2038.39,
            98.48,
            2986.46,
            1279.32,
            419.03,
            455.04,
            1647.55,
        ],
        2006: [
            2191.43,
            2457.08,
            6110.43,
            2755.66,
            2374.96,
            4566.83,
            1915.29,
            3365.31,
            4969.95,
            12282.89,
            8511.51,
            2711.18,
            3695.04,
            2419.74,
            12574.03,
            6724.61,
            3365.08,
            3187.05,
            13469.77,
            1878.56,
            308.62,
            1871.65,
            3775.14,
            967.54,
            1705.83,
            80.1,
            2452.44,
            1043.19,
            331.91,
            351.58,
            1459.3,
        ],
        2005: [
            2026.51,
            2135.07,
            5271.57,
            2357.04,
            1773.21,
            3869.4,
            1580.83,
            2971.68,
            4381.2,
            10524.96,
            7164.75,
            2245.9,
            3175.92,
            1917.47,
            10478.62,
            5514.14,
            2852.12,
            2612.57,
            11356.6,
            1510.68,
            240.83,
            1564,
            3067.23,
            821.16,
            1426.42,
            63.52,
            1951.36,
            838.56,
            264.61,
            281.05,
            1164.79,
        ],
        2004: [
            1853.58,
            1685.93,
            4301.73,
            1919.4,
            1248.27,
            3061.62,
            1329.68,
            2487.04,
            3892.12,
            8437.99,
            6250.38,
            1844.9,
            2770.49,
            1566.4,
            8478.69,
            4182.1,
            2320.6,
            2190.54,
            9280.73,
            1253.7,
            205.6,
            1376.91,
            2489.4,
            681.5,
            1281.63,
            52.74,
            1553.1,
            713.3,
            211.7,
            244.05,
            914.47,
        ],
        2003: [
            1487.15,
            1337.31,
            3417.56,
            1463.38,
            967.49,
            2898.89,
            1098.37,
            2084.7,
            3209.02,
            6787.11,
            5096.38,
            1535.29,
            2340.82,
            1204.33,
            6485.05,
            3310.14,
            1956.02,
            1777.74,
            7592.78,
            984.08,
            175.82,
            1135.31,
            2014.8,
            569.37,
            1047.66,
            47.64,
            1221.17,
            572.02,
            171.92,
            194.27,
            719.54,
        ],
        2002: [
            1249.99,
            1069.08,
            2911.69,
            1134.31,
            754.78,
            2609.85,
            943.49,
            1843.6,
            2622.45,
            5604.49,
            4090.48,
            1337.04,
            2036.97,
            941.77,
            5184.98,
            2768.75,
            1709.89,
            1523.5,
            6143.4,
            846.89,
            148.88,
            958.87,
            1733.38,
            481.96,
            934.88,
            32.72,
            1007.56,
            501.69,
            144.51,
            153.06,
            603.15,
        ],
    }
    
    data_ti = { 
        2011: [
            12363.18,
            5219.24,
            8483.17,
            3960.87,
            5015.89,
            8158.98,
            3679.91,
            4918.09,
            11142.86,
            20842.21,
            14180.23,
            4975.96,
            6878.74,
            3921.2,
            17370.89,
            7991.72,
            7247.02,
            7539.54,
            24097.7,
            3998.33,
            1148.93,
            3623.81,
            7014.04,
            2781.29,
            3701.79,
            322.57,
            4355.81,
            1963.79,
            540.18,
            861.92,
            2245.12,
        ],
        2010: [
            10600.84,
            4238.65,
            7123.77,
            3412.38,
            4209.03,
            6849.37,
            3111.12,
            4040.55,
            9833.51,
            17131.45,
            12063.82,
            4193.69,
            5850.62,
            3121.4,
            14343.14,
            6607.89,
            6053.37,
            6369.27,
            20711.55,
            3383.11,
            953.67,
            2881.08,
            6030.41,
            2177.07,
            2892.31,
            274.82,
            3688.93,
            1536.5,
            470.88,
            702.45,
            1766.69,
        ],
        2009: [
            9179.19,
            3405.16,
            6068.31,
            2886.92,
            3696.65,
            5891.25,
            2756.26,
            3371.95,
            8930.85,
            13629.07,
            9918.78,
            3662.15,
            5048.49,
            2637.07,
            11768.18,
            5700.91,
            5127.12,
            5402.81,
            18052.59,
            2919.13,
            748.59,
            2474.44,
            5198.8,
            1885.79,
            2519.62,
            240.85,
            3143.74,
            1363.27,
            398.54,
            563.74,
            1587.72,
        ],
        2008: [
            8375.76,
            2886.65,
            5276.04,
            2759.46,
            3212.06,
            5207.72,
            2412.26,
            2905.68,
            7872.23,
            11888.53,
            8799.31,
            3234.64,
            4346.4,
            2355.86,
            10358.64,
            5099.76,
            4466.85,
            4633.67,
            16321.46,
            2529.51,
            643.47,
            2160.48,
            4561.69,
            1652.34,
            2218.81,
            218.67,
            2699.74,
            1234.21,
            355.93,
            475,
            1421.38,
        ],
        2007: [
            7236.15,
            2250.04,
            4600.72,
            2257.99,
            2467.41,
            4486.74,
            2025.44,
            2493.04,
            6821.11,
            9730.91,
            7613.46,
            2789.78,
            3770,
            1918.95,
            8620.24,
            4511.97,
            3812.34,
            3835.4,
            14076.83,
            2156.76,
            528.84,
            1825.21,
            3881.6,
            1312.94,
            1896.78,
            188.06,
            2178.2,
            1037.11,
            294.91,
            366.18,
            1246.89,
        ],
        2006: [
            5837.55,
            1902.31,
            3895.36,
            1846.18,
            1934.35,
            3798.26,
            1687.07,
            2096.35,
            5508.48,
            7914.11,
            6281.86,
            2390.29,
            3022.83,
            1614.65,
            7187.26,
            3721.44,
            3111.98,
            3229.42,
            11585.82,
            1835.12,
            433.57,
            1649.2,
            3319.62,
            989.38,
            1557.91,
            159.76,
            1806.36,
            900.16,
            249.04,
            294.78,
            1058.16,
        ],
        2005: [
            4854.33,
            1658.19,
            3340.54,
            1611.07,
            1542.26,
            3295.45,
            1413.83,
            1857.42,
            4776.2,
            6612.22,
            5360.1,
            2137.77,
            2551.41,
            1411.92,
            5924.74,
            3181.27,
            2655.94,
            2882.88,
            9772.5,
            1560.92,
            377.17,
            1440.32,
            2836.73,
            815.32,
            1374.62,
            137.24,
            1546.59,
            787.36,
            213.37,
            259.49,
            929.41,
        ],
        2004: [
            4092.27,
            1319.76,
            2805.47,
            1375.67,
            1270,
            2811.95,
            1223.64,
            1657.77,
            4097.26,
            5198.03,
            4584.22,
            1963.9,
            2206.02,
            1225.8,
            4764.7,
            2722.4,
            2292.55,
            2428.95,
            8335.3,
            1361.92,
            335.3,
            1229.62,
            2510.3,
            661.8,
            1192.53,
            123.3,
            1234.6,
            688.41,
            193.7,
            227.73,
            833.36,
        ],
        2003: [
            3435.95,
            1150.81,
            2439.68,
            1176.65,
            1000.79,
            2487.85,
            1075.48,
            1467.9,
            3404.19,
            4493.31,
            3890.79,
            1638.42,
            1949.91,
            1043.08,
            4112.43,
            2358.86,
            2003.08,
            1995.78,
            7178.94,
            1178.25,
            293.85,
            1081.35,
            2189.68,
            558.28,
            1013.76,
            96.76,
            1063.89,
            589.91,
            169.81,
            195.46,
            753.91,
        ],
        2002: [
            2982.57,
            997.47,
            2149.75,
            992.69,
            811.47,
            2258.17,
            958.88,
            1319.4,
            3038.9,
            3891.92,
            3227.99,
            1399.02,
            1765.8,
            972.73,
            3700.52,
            1978.37,
            1795.93,
            1780.79,
            6343.94,
            1074.85,
            270.96,
            956.12,
            1943.68,
            480.37,
            914.5,
            89.56,
            963.62,
            514.83,
            148.83,
            171.14,
            704.5,
        ],
    }
    
    data_estate = { 
        2011: [
            12363.18,
            5219.24,
            8483.17,
            3960.87,
            5015.89,
            8158.98,
            3679.91,
            4918.09,
            11142.86,
            20842.21,
            14180.23,
            4975.96,
            6878.74,
            3921.2,
            17370.89,
            7991.72,
            7247.02,
            7539.54,
            24097.7,
            3998.33,
            1148.93,
            3623.81,
            7014.04,
            2781.29,
            3701.79,
            322.57,
            4355.81,
            1963.79,
            540.18,
            861.92,
            2245.12,
        ],
        2010: [
            10600.84,
            4238.65,
            7123.77,
            3412.38,
            4209.03,
            6849.37,
            3111.12,
            4040.55,
            9833.51,
            17131.45,
            12063.82,
            4193.69,
            5850.62,
            3121.4,
            14343.14,
            6607.89,
            6053.37,
            6369.27,
            20711.55,
            3383.11,
            953.67,
            2881.08,
            6030.41,
            2177.07,
            2892.31,
            274.82,
            3688.93,
            1536.5,
            470.88,
            702.45,
            1766.69,
        ],
        2009: [
            9179.19,
            3405.16,
            6068.31,
            2886.92,
            3696.65,
            5891.25,
            2756.26,
            3371.95,
            8930.85,
            13629.07,
            9918.78,
            3662.15,
            5048.49,
            2637.07,
            11768.18,
            5700.91,
            5127.12,
            5402.81,
            18052.59,
            2919.13,
            748.59,
            2474.44,
            5198.8,
            1885.79,
            2519.62,
            240.85,
            3143.74,
            1363.27,
            398.54,
            563.74,
            1587.72,
        ],
        2008: [
            8375.76,
            2886.65,
            5276.04,
            2759.46,
            3212.06,
            5207.72,
            2412.26,
            2905.68,
            7872.23,
            11888.53,
            8799.31,
            3234.64,
            4346.4,
            2355.86,
            10358.64,
            5099.76,
            4466.85,
            4633.67,
            16321.46,
            2529.51,
            643.47,
            2160.48,
            4561.69,
            1652.34,
            2218.81,
            218.67,
            2699.74,
            1234.21,
            355.93,
            475,
            1421.38,
        ],
        2007: [
            7236.15,
            2250.04,
            4600.72,
            2257.99,
            2467.41,
            4486.74,
            2025.44,
            2493.04,
            6821.11,
            9730.91,
            7613.46,
            2789.78,
            3770,
            1918.95,
            8620.24,
            4511.97,
            3812.34,
            3835.4,
            14076.83,
            2156.76,
            528.84,
            1825.21,
            3881.6,
            1312.94,
            1896.78,
            188.06,
            2178.2,
            1037.11,
            294.91,
            366.18,
            1246.89,
        ],
        2006: [
            5837.55,
            1902.31,
            3895.36,
            1846.18,
            1934.35,
            3798.26,
            1687.07,
            2096.35,
            5508.48,
            7914.11,
            6281.86,
            2390.29,
            3022.83,
            1614.65,
            7187.26,
            3721.44,
            3111.98,
            3229.42,
            11585.82,
            1835.12,
            433.57,
            1649.2,
            3319.62,
            989.38,
            1557.91,
            159.76,
            1806.36,
            900.16,
            249.04,
            294.78,
            1058.16,
        ],
        2005: [
            4854.33,
            1658.19,
            3340.54,
            1611.07,
            1542.26,
            3295.45,
            1413.83,
            1857.42,
            4776.2,
            6612.22,
            5360.1,
            2137.77,
            2551.41,
            1411.92,
            5924.74,
            3181.27,
            2655.94,
            2882.88,
            9772.5,
            1560.92,
            377.17,
            1440.32,
            2836.73,
            815.32,
            1374.62,
            137.24,
            1546.59,
            787.36,
            213.37,
            259.49,
            929.41,
        ],
        2004: [
            4092.27,
            1319.76,
            2805.47,
            1375.67,
            1270,
            2811.95,
            1223.64,
            1657.77,
            4097.26,
            5198.03,
            4584.22,
            1963.9,
            2206.02,
            1225.8,
            4764.7,
            2722.4,
            2292.55,
            2428.95,
            8335.3,
            1361.92,
            335.3,
            1229.62,
            2510.3,
            661.8,
            1192.53,
            123.3,
            1234.6,
            688.41,
            193.7,
            227.73,
            833.36,
        ],
        2003: [
            3435.95,
            1150.81,
            2439.68,
            1176.65,
            1000.79,
            2487.85,
            1075.48,
            1467.9,
            3404.19,
            4493.31,
            3890.79,
            1638.42,
            1949.91,
            1043.08,
            4112.43,
            2358.86,
            2003.08,
            1995.78,
            7178.94,
            1178.25,
            293.85,
            1081.35,
            2189.68,
            558.28,
            1013.76,
            96.76,
            1063.89,
            589.91,
            169.81,
            195.46,
            753.91,
        ],
        2002: [
            2982.57,
            997.47,
            2149.75,
            992.69,
            811.47,
            2258.17,
            958.88,
            1319.4,
            3038.9,
            3891.92,
            3227.99,
            1399.02,
            1765.8,
            972.73,
            3700.52,
            1978.37,
            1795.93,
            1780.79,
            6343.94,
            1074.85,
            270.96,
            956.12,
            1943.68,
            480.37,
            914.5,
            89.56,
            963.62,
            514.83,
            148.83,
            171.14,
            704.5,
        ],
    }
    
    data_financial = { 
        2011: [
            12363.18,
            5219.24,
            8483.17,
            3960.87,
            5015.89,
            8158.98,
            3679.91,
            4918.09,
            11142.86,
            20842.21,
            14180.23,
            4975.96,
            6878.74,
            3921.2,
            17370.89,
            7991.72,
            7247.02,
            7539.54,
            24097.7,
            3998.33,
            1148.93,
            3623.81,
            7014.04,
            2781.29,
            3701.79,
            322.57,
            4355.81,
            1963.79,
            540.18,
            861.92,
            2245.12,
        ],
        2010: [
            10600.84,
            4238.65,
            7123.77,
            3412.38,
            4209.03,
            6849.37,
            3111.12,
            4040.55,
            9833.51,
            17131.45,
            12063.82,
            4193.69,
            5850.62,
            3121.4,
            14343.14,
            6607.89,
            6053.37,
            6369.27,
            20711.55,
            3383.11,
            953.67,
            2881.08,
            6030.41,
            2177.07,
            2892.31,
            274.82,
            3688.93,
            1536.5,
            470.88,
            702.45,
            1766.69,
        ],
        2009: [
            9179.19,
            3405.16,
            6068.31,
            2886.92,
            3696.65,
            5891.25,
            2756.26,
            3371.95,
            8930.85,
            13629.07,
            9918.78,
            3662.15,
            5048.49,
            2637.07,
            11768.18,
            5700.91,
            5127.12,
            5402.81,
            18052.59,
            2919.13,
            748.59,
            2474.44,
            5198.8,
            1885.79,
            2519.62,
            240.85,
            3143.74,
            1363.27,
            398.54,
            563.74,
            1587.72,
        ],
        2008: [
            8375.76,
            2886.65,
            5276.04,
            2759.46,
            3212.06,
            5207.72,
            2412.26,
            2905.68,
            7872.23,
            11888.53,
            8799.31,
            3234.64,
            4346.4,
            2355.86,
            10358.64,
            5099.76,
            4466.85,
            4633.67,
            16321.46,
            2529.51,
            643.47,
            2160.48,
            4561.69,
            1652.34,
            2218.81,
            218.67,
            2699.74,
            1234.21,
            355.93,
            475,
            1421.38,
        ],
        2007: [
            7236.15,
            2250.04,
            4600.72,
            2257.99,
            2467.41,
            4486.74,
            2025.44,
            2493.04,
            6821.11,
            9730.91,
            7613.46,
            2789.78,
            3770,
            1918.95,
            8620.24,
            4511.97,
            3812.34,
            3835.4,
            14076.83,
            2156.76,
            528.84,
            1825.21,
            3881.6,
            1312.94,
            1896.78,
            188.06,
            2178.2,
            1037.11,
            294.91,
            366.18,
            1246.89,
        ],
        2006: [
            5837.55,
            1902.31,
            3895.36,
            1846.18,
            1934.35,
            3798.26,
            1687.07,
            2096.35,
            5508.48,
            7914.11,
            6281.86,
            2390.29,
            3022.83,
            1614.65,
            7187.26,
            3721.44,
            3111.98,
            3229.42,
            11585.82,
            1835.12,
            433.57,
            1649.2,
            3319.62,
            989.38,
            1557.91,
            159.76,
            1806.36,
            900.16,
            249.04,
            294.78,
            1058.16,
        ],
        2005: [
            4854.33,
            1658.19,
            3340.54,
            1611.07,
            1542.26,
            3295.45,
            1413.83,
            1857.42,
            4776.2,
            6612.22,
            5360.1,
            2137.77,
            2551.41,
            1411.92,
            5924.74,
            3181.27,
            2655.94,
            2882.88,
            9772.5,
            1560.92,
            377.17,
            1440.32,
            2836.73,
            815.32,
            1374.62,
            137.24,
            1546.59,
            787.36,
            213.37,
            259.49,
            929.41,
        ],
        2004: [
            4092.27,
            1319.76,
            2805.47,
            1375.67,
            1270,
            2811.95,
            1223.64,
            1657.77,
            4097.26,
            5198.03,
            4584.22,
            1963.9,
            2206.02,
            1225.8,
            4764.7,
            2722.4,
            2292.55,
            2428.95,
            8335.3,
            1361.92,
            335.3,
            1229.62,
            2510.3,
            661.8,
            1192.53,
            123.3,
            1234.6,
            688.41,
            193.7,
            227.73,
            833.36,
        ],
        2003: [
            3435.95,
            1150.81,
            2439.68,
            1176.65,
            1000.79,
            2487.85,
            1075.48,
            1467.9,
            3404.19,
            4493.31,
            3890.79,
            1638.42,
            1949.91,
            1043.08,
            4112.43,
            2358.86,
            2003.08,
            1995.78,
            7178.94,
            1178.25,
            293.85,
            1081.35,
            2189.68,
            558.28,
            1013.76,
            96.76,
            1063.89,
            589.91,
            169.81,
            195.46,
            753.91,
        ],
        2002: [
            2982.57,
            997.47,
            2149.75,
            992.69,
            811.47,
            2258.17,
            958.88,
            1319.4,
            3038.9,
            3891.92,
            3227.99,
            1399.02,
            1765.8,
            972.73,
            3700.52,
            1978.37,
            1795.93,
            1780.79,
            6343.94,
            1074.85,
            270.96,
            956.12,
            1943.68,
            480.37,
            914.5,
            89.56,
            963.62,
            514.83,
            148.83,
            171.14,
            704.5,
        ],
    }
    
    
    def format_data(data: dict) -> dict:
        for year in range(2002, 2012):
            max_data, sum_data = 0, 0
            temp = data[year]
            max_data = max(temp)
            for i in range(len(temp)):
                sum_data += temp[i]
                data[year][i] = { "name": name_list[i], "value": temp[i]}
            data[str(year) + "max"] = int(max_data / 100) * 100
            data[str(year) + "sum"] = sum_data
        return data
    
    
    # GDP
    total_data["dataGDP"] = format_data(data=data_gdp)
    # 第一产业
    total_data["dataPI"] = format_data(data=data_pi)
    # 第二产业
    total_data["dataSI"] = format_data(data=data_si)
    # 第三产业
    total_data["dataTI"] = format_data(data=data_ti)
    # 房地产
    total_data["dataEstate"] = format_data(data=data_estate)
    # 金融
    total_data["dataFinancial"] = format_data(data=data_financial)
    
    
    #####################################################################################
    # 2002 - 2011 年的数据
    def get_year_overlap_chart(year: int) -> Bar:
        bar = (
            Bar()
            .add_xaxis(xaxis_data=name_list)
            .add_yaxis(
                series_name="GDP",
                y_axis=total_data["dataGDP"][year],
                is_selected=False,
                label_opts=opts.LabelOpts(is_show=False),
            )
            .add_yaxis(
                series_name="金融",
                y_axis=total_data["dataFinancial"][year],
                is_selected=False,
                label_opts=opts.LabelOpts(is_show=False),
            )
            .add_yaxis(
                series_name="房地产",
                y_axis=total_data["dataEstate"][year],
                is_selected=False,
                label_opts=opts.LabelOpts(is_show=False),
            )
            .add_yaxis(
                series_name="第一产业",
                y_axis=total_data["dataPI"][year],
                label_opts=opts.LabelOpts(is_show=False),
            )
            .add_yaxis(
                series_name="第二产业",
                y_axis=total_data["dataSI"][year],
                label_opts=opts.LabelOpts(is_show=False),
            )
            .add_yaxis(
                series_name="第三产业",
                y_axis=total_data["dataTI"][year],
                label_opts=opts.LabelOpts(is_show=False),
            )
            .set_global_opts(
                title_opts=opts.TitleOpts(
                    title="{}全国宏观经济指标".format(year), subtitle="数据来自国家统计局"
                ),
                tooltip_opts=opts.TooltipOpts(
                    is_show=True, trigger="axis", axis_pointer_type="shadow"
                ),
            )
        )
        pie = (
            Pie()
            .add(
                series_name="GDP占比",
                data_pair=[
                    ["第一产业", total_data["dataPI"]["{}sum".format(year)]],
                    ["第二产业", total_data["dataSI"]["{}sum".format(year)]],
                    ["第三产业", total_data["dataTI"]["{}sum".format(year)]],
                ],
                center=["75%", "35%"],
                radius="28%",
            )
            .set_series_opts(tooltip_opts=opts.TooltipOpts(is_show=True, trigger="item"))
        )
        return bar.overlap(pie)
    
    
    # 生成时间轴的图
    timeline = Timeline(init_opts=opts.InitOpts(width="1600px", height="800px"))
    
    for y in range(2002, 2012):
        timeline.add(get_year_overlap_chart(year=y), time_point=str(y))
    
    # 1.0.0 版本的 add_schema 暂时没有补上 return self 所以只能这么写着
    timeline.add_schema(is_auto_play=True, play_interval=1000)
    timeline.render("finance_indices_2002.html")

# 效果展示 #

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1hSVE9OWQ_size_16_color_FFFFFF_t_70 1]

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1hSVE9OWQ_size_16_color_FFFFFF_t_70 2]

[20210309222403979.gif_pic_center]: /images/20221023/f1a332571e2a42b5b32261d58847c6f9.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1hSVE9OWQ_size_16_color_FFFFFF_t_70]: /images/20221023/323d7715d56444b99e5029dafb8e125d.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1hSVE9OWQ_size_16_color_FFFFFF_t_70 1]: /images/20221023/6cc99f1bbd5b4a8e99af887ba30049fb.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1hSVE9OWQ_size_16_color_FFFFFF_t_70 2]: /images/20221023/ce1287a54252471a814c149e83469040.png