房价分析
二手房数据
差异情况：使用标准差除以平均值得到，这个值越大，表示这个城市的房价个体差异越大。（数学上这个值好像叫变异系数还是啥来的，忘记了）
| 城市 | 平均每平米价格 | 样本总数 | 样本差异情况 | 标准差 |
|---|---|---|---|---|
| 重庆 | 14049.7938650934 | 78143 | 0.30792158950918 | 4326.23485921592 |
| 合肥 | 15821.643488499 | 58604 | 0.294706106461092 | 4662.73495031106 |
| 北京 | 66959.4315965188 | 53316 | 0.406045881020244 | 27188.6013952232 |
| 济南 | 19391.7312712318 | 33558 | 0.358121143903821 | 6944.58898512907 |
| 中山 | 13144.8280582953 | 20379 | 0.326732300674321 | 4294.83991345519 |
| 厦门 | 40530.8596393192 | 19685 | 0.47317456125916 | 19178.1717272915 |
| 芜湖 | 10950.8466770202 | 18673 | 0.274337747569986 | 3004.23061135801 |
| 贵阳 | 10675.3327682551 | 15927 | 0.299995892928561 | 3202.55598612224 |
| 烟台 | 12934.9655580386 | 15214 | 0.405310736668038 | 5242.68041910435 |
| 潍坊 | 7341.39899915421 | 14188 | 0.299299938654406 | 2197.28027008437 |
| 珠海 | 23989.1805283373 | 12757 | 0.380213046280622 | 9120.99940645496 |
| 惠州 | 11610.7863247863 | 12402 | 0.291032627336679 | 3379.11764954734 |
| 廊坊 | 19123.9187036031 | 11046 | 0.270759840063387 | 5177.9891695728 |
| 漳州 | 13380.6266073673 | 10343 | 0.316333618696762 | 4232.74203513868 |
| 石家庄 | 15699.9508163472 | 9861 | 0.25302249159529 | 3972.44067347569 |
| 威海 | 9708.5820606582 | 9298 | 0.450394972346659 | 4372.69654873543 |
| 泉州 | 12403.2305938675 | 8773 | 0.362161963996968 | 4491.97835178235 |
| 安庆 | 9375.78489913544 | 8675 | 0.200322516515102 | 1878.18082529911 |
| 福州 | 25420.6492189321 | 8578 | 0.381673233271135 | 9702.3813792412 |
| 南充 | 8140.89086668303 | 8146 | 0.30195422418009 | 2458.17638578405 |
| 马鞍山 | 7047.73698281349 | 7855 | 0.383388787080446 | 2702.02333350286 |
| 淄博 | 8629.80224748127 | 7742 | 0.309939428123821 | 2674.71597340601 |
| 湛江 | 9319.45733788396 | 7325 | 0.384620487636941 | 3584.4542258086 |
| 北海 | 7690.26788816932 | 6331 | 0.361882133325911 | 2782.97054921847 |
| 绵阳 | 8976.64880557398 | 6028 | 0.31773708221256 | 2852.21419952994 |
| 江门 | 8617.08310601927 | 5499 | 0.426548132264212 | 3675.60070443802 |
| 临沂 | 9791.59518963922 | 5405 | 0.474516264505232 | 4646.271172935 |
| 西安 | 15842.7303264766 | 5299 | 0.293202475328725 | 4645.12774768844 |
| 东莞 | 19832.9196290571 | 5176 | 0.333788662471363 | 6620.00371588504 |
| 成都 | 15317.4505445654 | 4499 | 0.363231357721971 | 5563.77835814166 |
| 清远 | 8735.604 | 4000 | 0.239211977116498 | 2089.66110414679 |
| 宝鸡 | 5015.04960164482 | 3891 | 0.503954098073008 | 2527.35479878831 |
| 呼和浩特 | 11987.1419567004 | 3649 | 0.255722047858137 | 3065.37648913364 |
| 郑州 | 15266.2585518814 | 3508 | 0.338337431321811 | 5165.1467043382 |
| 哈尔滨 | 9966.5586962792 | 3467 | 0.390598277685423 | 3892.92066121733 |
| 汉中 | 5339.75762859633 | 3441 | 0.301259450693997 | 1608.65245003001 |
| 沈阳 | 12014.0177725118 | 3376 | 0.353105818613082 | 4242.21958039492 |
| 广州 | 33671.4053333333 | 3375 | 0.440300104278458 | 14825.5232794689 |
| 武汉 | 19873.8600896861 | 3345 | 0.305672082353412 | 6074.88419801472 |
| 常州 | 15571.575511432 | 3324 | 0.302998257637409 | 4718.16024863325 |
| 洛阳 | 10481.422369611 | 3317 | 0.352120897201621 | 3690.7278487366 |
| 长春 | 11276.4049561801 | 3309 | 0.287424743846495 | 3241.11780603942 |
| 南通 | 15526.3613216126 | 3299 | 0.399844533200378 | 6208.1306949406 |
| 佛山 | 16890.4170976574 | 3287 | 0.347719940822015 | 5873.1348336566 |
| 嘉兴 | 16344.7973716381 | 3272 | 0.299896251417379 | 4901.74346193091 |
| 上海 | 58721.3633281972 | 3245 | 0.397112707542837 | 23318.9995818671 |
| 新乡 | 8140.63726095003 | 3242 | 0.267483583755426 | 2177.48682861187 |
| 天津 | 26009.3356058258 | 3227 | 0.493999993099058 | 12848.611609789 |
| 徐州 | 13109.3665116279 | 3225 | 0.327375765341358 | 4291.68889488455 |
| 南京 | 33886.1523898199 | 3222 | 0.377742527473401 | 12800.2408500794 |
| 昆山 | 18161.6779503105 | 3220 | 0.26373437487667 | 4789.85878093655 |
| 杭州 | 36837.2219459123 | 3217 | 0.349673762557912 | 12881.010000008 |
| 银川 | 5951.60167910447 | 3216 | 0.358995520876603 | 2136.59834484018 |
| 深圳 | 61416.8113089659 | 3201 | 0.396725372446119 | 24365.6073410025 |
| 南昌 | 14386.8306199123 | 3194 | 0.328264563457727 | 4722.68667298579 |
| 兰州 | 12952.4943502824 | 3186 | 0.290353317881962 | 3760.79970945188 |
| 许昌 | 7219.03989946591 | 3183 | 0.264019789910024 | 1905.96939760907 |
| 太原 | 13154.0437795275 | 3175 | 0.437870840703515 | 5759.77220839257 |
| 唐山 | 10770.377007874 | 3175 | 0.369876731853283 | 3983.71184850018 |
| 淮安 | 9761.5282067444 | 3173 | 0.286407496769779 | 2795.77485834126 |
| 海口 | 15924.1393728223 | 3157 | 0.274004851879009 | 4363.29145015088 |
| 无锡 | 16880.4505703422 | 3156 | 0.331812803051291 | 5601.14962051402 |
| 青岛 | 25126.2417617237 | 3156 | 0.401310911762035 | 10083.4349905506 |
| 株洲 | 6761.70969793322 | 3145 | 0.254308066489945 | 1719.55731944771 |
| 丹东 | 6612.38593700286 | 3143 | 0.365607775247813 | 2417.53971150754 |
| 桂林 | 7096.17776361898 | 3139 | 0.416385134551486 | 2954.74293290575 |
| 襄阳 | 9661.78653477983 | 3134 | 0.216876043936359 | 2095.41004102064 |
| 开封 | 9366.39067985956 | 3133 | 0.360738213956176 | 3378.81504506831 |
| 镇江 | 11164.4185823754 | 3132 | 0.336205886557935 | 3753.54324739143 |
| 盐城 | 11706.4162939297 | 3130 | 0.333601266512191 | 3905.2753019739 |
| 温州 | 22116.6395906619 | 3127 | 0.373396641728128 | 8258.27894946455 |
| 长沙 | 11339.2464788732 | 3124 | 0.267050165482247 | 3028.14764862709 |
| 保定 | 13448.9599743836 | 3123 | 0.228643834958002 | 3075.02178473974 |
| 九江 | 8257.2878642331 | 3123 | 0.277125249367965 | 2288.30295847867 |
| 张家口 | 9465.57683670195 | 3117 | 0.221584308722544 | 2097.42330002073 |
| 吉林 | 7547.97719241888 | 3113 | 0.278968708440091 | 2105.64944870436 |
| 昆明 | 13267.8472177549 | 3109 | 0.311554010669804 | 4133.65101364574 |
| 绍兴 | 16003.6758064516 | 3100 | 0.326199536663575 | 5220.39163297858 |
| 上饶 | 8377.14239586696 | 3097 | 0.232863571146091 | 1950.7312943009 |
| 南宁 | 13970.4174474959 | 3095 | 0.313832539090024 | 4384.37157969524 |
| 宜昌 | 8894.11416558861 | 3092 | 0.366197012928098 | 3256.99804008004 |
| 苏州 | 29345.5750323415 | 3092 | 0.392609127662379 | 11521.3406141985 |
| 达州 | 7639.37237140084 | 3091 | 0.233084200687315 | 1780.61700294072 |
| 吉安 | 7944.64627831715 | 3090 | 0.240724066422001 | 1912.46755840092 |
| 赣州 | 11265.1146373057 | 3088 | 0.305471376500562 | 3441.1700746944 |
| 金华 | 16779.0665368386 | 3081 | 0.301781943618591 | 5063.61931159285 |
| 柳州 | 9722.4522417154 | 3078 | 0.287668243707782 | 2796.84076090706 |
| 台州 | 15745.810406504 | 3075 | 0.348056962530831 | 5480.43894267415 |
| 黄石 | 7244.83496732026 | 3060 | 0.289767452966582 | 2099.31737564362 |
| 湖州 | 12129.6066164428 | 3053 | 0.256007240676248 | 3105.26712036389 |
| 大连 | 15639.9649410222 | 3052 | 0.396348226246088 | 6198.87236292518 |
| 宁波 | 21571.1290430143 | 2999 | 0.304716554770738 | 6573.08012450234 |
| 岳阳 | 8053.03713235294 | 2720 | 0.265908695307455 | 2141.37259712646 |
| 常德 | 7897.6149231346 | 2667 | 0.270868844848695 | 2139.21783128928 |
| 凉山 | 10694.5613697576 | 2599 | 0.25728365554617 | 2751.53584367409 |
| 咸阳 | 9002.87688641779 | 2518 | 0.332272541206577 | 2991.40878121999 |
| 三亚 | 33035.0143737166 | 974 | 0.338425749821625 | 11179.8995097932 |
租房数据
| 城市 | 平均价格 | 样本总数 | 样本差异情况 | 标准差 | 平均每平米每月价格 |
|---|---|---|---|---|---|
| 武汉 | 2665.06829041598 | 83921 | 1.4825914465624 | 3951.20745187544 | 39.804217827251 |
| 郑州 | 2185.54492111537 | 59137 | 1.11607039608023 | 2439.22198576037 | 29.9738006641389 |
| 南京 | 3184.10951151707 | 50360 | 1.35569268492994 | 4316.67397277956 | 56.4020804222479 |
| 成都 | 1763.41547173732 | 38496 | 1.41754688179263 | 2499.72410326613 | 34.2189543785275 |
| 广州 | 4192.76479637746 | 34451 | 1.33341956011566 | 5590.71459045407 | 58.478736978435 |
| 青岛 | 2787.33845124894 | 34389 | 1.34841664295398 | 3758.49355720967 | 32.2403846312461 |
| 济南 | 2182.74538572337 | 29853 | 0.858526354271969 | 1873.94443830905 | 31.4253723635053 |
| 重庆 | 2393.83628607795 | 29069 | 1.05349912121184 | 2521.90442370815 | 32.6049202656223 |
| 西安 | 2176.28396195233 | 27229 | 1.61936462091895 | 3524.19725305893 | 30.6978377563523 |
| 长沙 | 3315.52650666232 | 24541 | 2.32597673341812 | 7711.83751352763 | 34.2864748662332 |
| 沈阳 | 2205.73580563791 | 22597 | 1.30120000769064 | 2870.10344725959 | 29.6281724374139 |
| 深圳 | 6103.63767123287 | 21900 | 1.48855941728119 | 9085.62733518594 | 112.102381909613 |
| 北京 | 7414.66903949775 | 20229 | 0.900529440011712 | 6677.12775801109 | 89.9914519378178 |
| 合肥 | 2378.59200281308 | 19907 | 1.11093664733518 | 2642.46502498344 | 28.3332206249216 |
| 上海 | 11096.1574380165 | 19360 | 1.26332938747738 | 14018.101779522 | 95.5516755486563 |
| 大连 | 2860.3298776695 | 19292 | 1.53526073158995 | 4391.35214057948 | 39.3225021455689 |
| 佛山 | 2628.57672151127 | 16410 | 0.915525034237419 | 2406.52779295729 | 31.9824914743249 |
| 徐州 | 1903.5603665662 | 16259 | 1.05601699225847 | 2010.19209288369 | 20.6387833763624 |
| 东莞 | 3103.38739242986 | 14293 | 0.934915151859013 | 2901.4038952709 | 34.5271307893925 |
| 廊坊 | 1675.22685253118 | 13630 | 0.893145817301126 | 1496.22185636875 | 20.1306198077101 |
| 芜湖 | 1458.71205407435 | 13315 | 0.677479774385002 | 988.247913286975 | 17.5559380716716 |
| 长春 | 2327.78283204905 | 12069 | 1.15382578947673 | 2685.85586391938 | 28.6728606291683 |
| 烟台 | 1809.42421912542 | 10405 | 0.795903032949798 | 1440.12622389474 | 23.2921366521935 |
| 苏州 | 4148.64381577677 | 10357 | 1.12380400292528 | 4662.26252688115 | 48.1269988785651 |
| 昆明 | 2527.27943454686 | 10328 | 3.16309277004522 | 7994.01930729916 | 29.9403950699343 |
| 惠州 | 1916.60684710159 | 9902 | 0.661298561338791 | 1267.44935064036 | 22.1306350838624 |
| 中山 | 2307.20537546163 | 9748 | 0.693034769737743 | 1598.97354612073 | 25.4360058497079 |
| 无锡 | 2659.881183841 | 9258 | 0.667616212961422 | 1775.77980288327 | 29.9140082494629 |
| 厦门 | 3903.26080330902 | 9187 | 1.75765697737527 | 6860.59358545153 | 47.6245369904594 |
| 贵阳 | 2910.31904044501 | 8629 | 2.602217432868 | 7573.28294225367 | 29.5939015128736 |
| 福州 | 2702.67245272368 | 7086 | 2.11711558408668 | 5721.86996834308 | 50.3886246047011 |
| 泉州 | 2497.25064084306 | 7022 | 0.794378050180849 | 1983.76109488578 | 27.4375767349651 |
| 南通 | 2225.91795028214 | 6557 | 1.4867997335217 | 3309.49421532067 | 23.212283831088 |
| 兰州 | 3087.17661609498 | 6064 | 1.32854676742477 | 4101.45851378235 | 33.6533536761635 |
| 呼和浩特 | 2448.21000503609 | 5957 | 1.9155744549952 | 4689.72854611082 | 25.2530206356651 |
| 哈尔滨 | 2184.41585967476 | 5473 | 2.05940008179635 | 4498.58620009147 | 29.7455672895844 |
| 南昌 | 2385.6155803484 | 5109 | 0.77595003259534 | 1851.11848733129 | 28.7557937662165 |
| 洛阳 | 1870.42834960071 | 4508 | 1.12451930937859 | 2103.33279593512 | 20.2043798966597 |
| 漳州 | 1923.31032061783 | 4273 | 1.73702755514399 | 3340.843024006 | 26.2195822030773 |
| 常州 | 2231.69239876864 | 4223 | 0.519750741174405 | 1159.92377833329 | 26.7713612984344 |
| 湛江 | 2651.3391326928 | 3851 | 1.05029513615282 | 2784.6885953589 | 27.7389329433093 |
| 赣州 | 3006.7483713355 | 3684 | 1.0110750576839 | 3040.04828298902 | 31.0907552894534 |
| 银川 | 1654.22762008733 | 3664 | 1.84950547326702 | 3059.50303738102 | 18.5473501864974 |
| 太原 | 1609.22384291725 | 3565 | 0.578876566380366 | 931.541972725356 | 25.0619789539069 |
| 吉林 | 1582.84960496613 | 3544 | 2.43896482194772 | 3860.51450494627 | 22.6479204910991 |
| 珠海 | 4362.5018397962 | 3533 | 0.831586129264547 | 3627.79601886559 | 42.2253750081167 |
| 南宁 | 3355.39517518667 | 3482 | 0.890339415663248 | 2987.44057959498 | 33.6057591137982 |
| 绵阳 | 1667.69993540051 | 3096 | 0.813131298021806 | 1356.0590131831 | 17.9497575467647 |
| 石家庄 | 1029.29262266148 | 2833 | 0.455797657039299 | 469.149165816942 | 24.8912468700822 |
| 许昌 | 1672.86292380605 | 2743 | 1.01979154695437 | 1705.97146891078 | 18.3868313709809 |
| 南充 | 1543.06032568467 | 2702 | 2.21178791446534 | 3412.92217964032 | 17.3750946091478 |
| 潍坊 | 1724.22695298037 | 2701 | 1.5294228858372 | 2637.07216226554 | 18.8444005611223 |
| 镇江 | 1687.17829754601 | 2608 | 0.825161795938338 | 1392.19507407125 | 18.7894331330997 |
| 淄博 | 1597.66736053288 | 2402 | 0.605810771063165 | 967.884095586881 | 17.4452130591045 |
| 咸阳 | 1815.42994966442 | 2384 | 0.882367630414102 | 1601.87662286819 | 18.1136061831494 |
| 襄阳 | 2039.81575246132 | 2133 | 1.03307320279598 | 2107.27899250892 | 20.5759360540475 |
| 威海 | 2245.87868197703 | 2003 | 0.611380777941409 | 1373.08705574914 | 24.3529174520595 |
| 昆山 | 2527.36911392405 | 1975 | 0.637777712650937 | 1611.8996925031 | 34.0615553990361 |
| 温州 | 3847.33248081841 | 1955 | 1.00214069291063 | 3855.56843818497 | 41.9516853471863 |
| 上饶 | 2239.23102493074 | 1805 | 1.17449863070962 | 2629.97377262367 | 21.8100247351876 |
| 淮安 | 1702.80701754385 | 1710 | 0.378422276217911 | 644.38010753878 | 19.3576744398053 |
| 天津 | 1179.38823529411 | 1700 | 0.322736599603938 | 380.631748671712 | 48.5547685518512 |
| 吉安 | 2112.86795881284 | 1651 | 2.20133249490565 | 4651.12489517968 | 20.2274173121893 |
| 新乡 | 1654.15545959284 | 1621 | 0.917551923757102 | 1517.77352414272 | 17.8166400742456 |
| 北海 | 2242.29798308393 | 1537 | 3.21429194380693 | 7207.4003426412 | 19.5336060867021 |
| 临沂 | 1767.34797072521 | 1503 | 1.46756559015707 | 2593.69906767026 | 17.5827109477228 |
| 黄石 | 1849.84735413839 | 1474 | 0.614492253754022 | 1136.71686974542 | 20.6235259259178 |
| 清远 | 2067.55864661654 | 1330 | 0.74138815516404 | 1532.86349070849 | 21.5478876471608 |
| 宝鸡 | 1552.4 | 1320 | 1.26998825614068 | 1971.5297688328 | 15.8584673082762 |
| 盐城 | 2140.84503816793 | 1310 | 0.40213813596845 | 860.915433046161 | 23.2795321567124 |
| 江门 | 2525.11306340718 | 1309 | 1.20124140666241 | 3033.27036826888 | 29.737582699798 |
| 凉山 | 2564.89548693586 | 1263 | 1.41514953817485 | 3629.71066380406 | 25.3397820732061 |
| 宜昌 | 2504.90854700854 | 1170 | 0.840791611262243 | 2106.10609330388 | 25.9000020383992 |
| 安庆 | 1415.92227979274 | 1158 | 0.430001218899363 | 608.848306177647 | 15.3778959764289 |
| 桂林 | 2009.21928817451 | 871 | 0.66185880223355 | 1329.81947149572 | 18.9237472440825 |
| 汉中 | 1496.03423848878 | 847 | 0.968520939220504 | 1448.94048576718 | 15.7408352539935 |
| 柳州 | 2563.48125 | 800 | 0.451889211393374 | 1158.4095204842 | 27.8477236415413 |
| 常德 | 2202.27886056971 | 667 | 0.665672634235793 | 1465.99677043724 | 25.6296145133268 |
| 岳阳 | 2157.41666666666 | 660 | 0.449513043068963 | 969.786931001033 | 23.0294739753962 |
| 马鞍山 | 1554.9459041731 | 647 | 0.76600303448639 | 1191.09328105878 | 17.2901417334591 |
| 九江 | 1887.63111888111 | 572 | 0.364445647116357 | 687.938944637602 | 21.1405524930945 |
| 丹东 | 1793.38431372549 | 510 | 2.77160962486559 | 4970.56122500454 | 21.2853034436567 |
| 株洲 | 1546.75442043222 | 509 | 0.250728789532804 | 387.815863539484 | 21.9668878354198 |
| 达州 | 2409.04522613065 | 398 | 1.53432335031197 | 3696.25434240985 | 28.3688397460547 |
| 杭州 | 3876.23171914214 | 35064 | 0.967959372074438 | 3752.03482087584 | 71.3253039060405 |