使用 python 字典的特定键到 plot 一个图
[英]Using specific keys of python dictionary to plot a graph
问题描述
有没有办法将 python 字典的特定键用于 plot 图表？
{'iso_code': array(['AFG', 'OWID_AFR', 'ALB', 'DZA', 'AND', 'AGO', 'AIA', 'ATG', 'ARG',
'ARM', 'OWID_ASI', 'AUS', 'AUT', 'AZE', 'BHS', 'BHR', 'BGD', 'BRB',
'BLR', 'BEL', 'BLZ', 'BEN', 'BMU', 'BTN', 'BOL', 'BIH', 'BWA',
'BRA', 'BRN', 'BGR', 'BFA', 'BDI', 'KHM', 'CMR', 'CAN', 'CPV',
'CYM', 'CAF', 'TCD', 'CHL', 'CHN', 'COL', 'COM', 'COG', 'CRI',
'CIV', 'HRV', 'CUB', 'CYP', 'CZE', 'COD', 'DNK', 'DJI', 'DMA',
'DOM', 'ECU', 'EGY', 'SLV', 'GNQ', 'ERI', 'EST', 'SWZ', 'ETH',
'OWID_EUR', 'OWID_EUN', 'FRO', 'FLK', 'FJI', 'FIN', 'FRA', 'GAB',
'GMB', 'GEO', 'DEU', 'GHA', 'GIB', 'GRC', 'GRL', 'GRD', 'GTM',
'GGY', 'GIN', 'GNB', 'GUY', 'HTI', 'HND', 'HKG', 'HUN', 'ISL',
'IND', 'IDN', 'OWID_INT', 'IRN', 'IRQ', 'IRL', 'IMN', 'ISR', 'ITA',
'JAM', 'JPN', 'JEY', 'JOR', 'KAZ', 'KEN', 'OWID_KOS', 'KWT', 'KGZ',
'LAO', 'LVA', 'LBN', 'LSO', 'LBR', 'LBY', 'LIE', 'LTU', 'LUX',
'MAC', 'MDG', 'MWI', 'MYS', 'MDV', 'MLI', 'MLT', 'MHL', 'MRT',
'MUS', 'MEX', 'FSM', 'MDA', 'MCO', 'MNG', 'MNE', 'MSR', 'MAR',
'MOZ', 'MMR', 'NAM', 'NPL', 'NLD', 'NZL', 'NIC', 'NER', 'NGA',
'OWID_NAM', 'MKD', 'OWID_CYN', 'NOR', 'OWID_OCE', 'OMN', 'PAK',
'PSE', 'PAN', 'PNG', 'PRY', 'PER', 'PHL', 'POL', 'PRT', 'QAT',
'ROU', 'RUS', 'RWA', 'SHN', 'KNA', 'LCA', 'VCT', 'WSM', 'SMR',
'STP', 'SAU', 'SEN', 'SRB', 'SYC', 'SLE', 'SGP', 'SVK', 'SVN',
'SLB', 'SOM', 'ZAF', 'OWID_SAM', 'KOR', 'SSD', 'ESP', 'LKA', 'SDN',
'SUR', 'SWE', 'CHE', 'SYR', 'TWN', 'TJK', 'TZA', 'THA', 'TLS',
'TGO', 'TTO', 'TUN', 'TUR', 'TCA', 'UGA', 'UKR', 'ARE', 'GBR',
'USA', 'URY', 'UZB', 'VUT', 'VAT', 'VEN', 'VNM', 'OWID_WRL', 'YEM',
'ZMB', 'ZWE'], dtype='<U8'), 'total_cases_per_million': array([1.43535500e+03, 2.96969000e+03, 3.96862190e+04, 2.61209300e+03,
1.43519058e+05, 6.42422000e+02, 0.00000000e+00, 8.80238500e+03,
4.78363500e+04, 5.91239170e+04, 5.54501300e+03, 1.14016200e+03,
5.32278160e+04, 2.34003260e+04, 2.19759540e+04, 7.51065330e+04,
3.35229300e+03, 1.15982480e+04, 3.14852250e+04, 6.82655060e+04,
3.10471530e+04, 5.22799000e+02, 0.00000000e+00, 1.12491800e+03,
2.18984290e+04, 4.22279220e+04, 1.39954290e+04, 5.23262130e+04,
4.36588000e+02, 3.83978000e+04, 5.83019000e+02, 1.96707000e+02,
6.72290000e+01, 1.38605400e+03, 2.38241550e+04, 2.84646430e+04,
0.00000000e+00, 1.04000900e+03, 2.56547000e+02, 4.52005940e+04,
7.02930000e+01, 4.48553980e+04, 4.14675800e+03, 1.66343700e+03,
4.07984590e+04, 1.34493300e+03, 6.01907110e+04, 5.08598500e+03,
4.29844080e+04, 1.24737814e+05, 2.97941000e+02, 3.73747260e+04,
6.25606000e+03, 2.09748400e+03, 2.24723600e+04, 1.67269170e+04,
1.83433900e+03, 9.48768000e+03, 4.54103200e+03, 8.30131000e+02,
5.84159230e+04, 1.48177330e+04, 1.46424600e+03, 4.75039360e+04,
5.25902800e+04, 0.00000000e+00, 0.00000000e+00, 7.36240000e+01,
1.13902210e+04, 5.85897360e+04, 7.19539900e+03, 1.98289900e+03,
6.84695460e+04, 3.00847380e+04, 2.79139900e+03, 0.00000000e+00,
2.00960260e+04, 0.00000000e+00, 1.31533300e+03, 1.00227360e+04,
0.00000000e+00, 1.28776900e+03, 1.68648500e+03, 1.12477260e+04,
1.09940500e+03, 1.76188700e+04, 0.00000000e+00, 4.91914890e+04,
1.77787550e+04, 8.16135600e+03, 5.09259500e+03, 0.00000000e+00,
2.03178830e+04, 1.82889170e+04, 4.53556610e+04, 0.00000000e+00,
9.33808760e+04, 5.12900970e+04, 9.27507800e+03, 3.48801700e+03,
0.00000000e+00, 4.33397950e+04, 1.43581620e+04, 2.03906200e+03,
3.81498300e+04, 4.75475950e+04, 1.32798070e+04, 6.46000000e+00,
4.82435070e+04, 5.88717920e+04, 4.91305400e+03, 4.00579000e+02,
2.04747670e+04, 6.80179350e+04, 7.45328110e+04, 9.07734480e+04,
0.00000000e+00, 7.27853000e+02, 1.70037000e+03, 9.77164400e+03,
3.89127950e+04, 4.25316000e+02, 5.62736250e+04, 6.75740000e+01,
3.73468200e+03, 5.04023000e+02, 1.65813880e+04, 8.69400000e+00,
4.87052060e+04, 5.21863210e+04, 1.06183300e+03, 1.28654496e+05,
0.00000000e+00, 1.31895320e+04, 2.01187400e+03, 2.61090900e+03,
1.58749840e+04, 9.43373800e+03, 6.67341390e+04, 4.99768000e+02,
9.86783000e+02, 1.99739000e+02, 7.72544000e+02, 5.66814130e+04,
5.20068350e+04, 0.00000000e+00, 1.41082060e+04, 7.80734000e+02,
2.83614100e+04, 2.69470200e+03, 3.92796820e+04, 8.01338570e+04,
1.94590000e+02, 2.41127620e+04, 4.18545870e+04, 5.47930300e+03,
4.78520070e+04, 7.95654910e+04, 5.82729970e+04, 4.34330910e+04,
2.94224540e+04, 1.52707500e+03, 0.00000000e+00, 7.70793000e+02,
2.12493670e+04, 1.49891390e+04, 1.51200000e+01, 1.17390536e+05,
9.02076600e+03, 1.09316210e+04, 2.15236200e+03, 7.26135690e+04,
3.08318080e+04, 4.91664000e+02, 1.02646970e+04, 5.97095820e+04,
9.44816860e+04, 2.62060000e+01, 5.39664000e+02, 2.56740960e+04,
4.35516270e+04, 1.82825200e+03, 7.92408000e+02, 6.76932240e+04,
4.03222300e+03, 6.99806000e+02, 1.53161940e+04, 6.89133970e+04,
6.54462160e+04, 9.20937000e+02, 4.10220000e+01, 1.39531300e+03,
8.52100000e+00, 3.79671000e+02, 1.07703000e+02, 9.27678000e+02,
5.52772400e+03, 2.01895860e+04, 3.32869110e+04, 0.00000000e+00,
8.85201000e+02, 3.33560400e+04, 4.20311620e+04, 6.24850150e+04,
8.81155580e+04, 1.88636010e+04, 2.39763700e+03, 9.76700000e+00,
3.33745360e+04, 5.04013500e+03, 2.59510000e+01, 1.50906070e+04,
8.67030000e+01, 4.50920400e+03, 2.44373100e+03]), 'total_deaths_per_million': array([6.296200e+01, 7.935300e+01, 6.842030e+02, 6.891500e+01,
1.449557e+03, 1.570000e+01, 0.000000e+00, 2.246550e+02,
1.178252e+03, 1.090700e+03, 8.751800e+01, 3.564700e+01,
9.723090e+02, 3.205390e+02, 4.704410e+02, 2.785640e+02,
5.154600e+01, 1.287530e+02, 2.174760e+02, 1.926466e+03,
7.947270e+02, 6.681000e+00, 0.000000e+00, 1.296000e+00,
1.015846e+03, 1.629168e+03, 1.756230e+02, 1.262565e+03,
6.857000e+00, 1.568984e+03, 6.841000e+00, 2.520000e-01,
0.000000e+00, 2.132200e+01, 5.909040e+02, 2.769840e+02,
0.000000e+00, 1.304400e+01, 9.010000e+00, 1.108065e+03,
3.361000e+00, 1.192464e+03, 1.678940e+02, 2.374000e+01,
5.590770e+02, 7.809000e+00, 1.369216e+03, 3.107700e+01,
2.660120e+02, 2.068077e+03, 7.950000e+00, 4.112420e+02,
6.376500e+01, 0.000000e+00, 2.941580e+02, 9.107830e+02,
1.082920e+02, 2.964760e+02, 6.842600e+01, 1.974000e+00,
5.043200e+02, 5.671610e+02, 2.132000e+01, 1.125864e+03,
1.271643e+03, 0.000000e+00, 0.000000e+00, 2.231000e+00,
1.400540e+02, 1.312664e+03, 4.088500e+01, 6.331000e+01,
9.026930e+02, 8.657270e+02, 2.111200e+01, 0.000000e+00,
6.565250e+02, 0.000000e+00, 8.887000e+00, 3.624220e+02,
0.000000e+00, 7.386000e+00, 2.489800e+01, 2.593580e+02,
2.201300e+01, 4.338380e+02, 0.000000e+00, 1.671368e+03,
8.498200e+01, 1.145380e+02, 1.380390e+02, 0.000000e+00,
7.246680e+02, 3.385670e+02, 9.016170e+02, 0.000000e+00,
6.854570e+02, 1.661858e+03, 1.553440e+02, 6.609100e+01,
0.000000e+00, 4.945540e+02, 1.697320e+02, 3.507400e+01,
8.562820e+02, 2.671780e+02, 2.262350e+02, 0.000000e+00,
9.039330e+02, 7.521860e+02, 1.442410e+02, 1.680600e+01,
3.342900e+02, 1.442169e+03, 1.227275e+03, 1.067134e+03,
0.000000e+00, 1.083400e+01, 5.614200e+01, 3.664300e+01,
1.184000e+02, 1.767800e+01, 7.587100e+02, 0.000000e+00,
9.506100e+01, 7.863000e+00, 1.487512e+03, 0.000000e+00,
1.028765e+03, 6.625220e+02, 9.150000e-01, 1.738682e+03,
0.000000e+00, 2.355690e+02, 2.239600e+01, 5.881300e+01,
1.747400e+02, 1.033740e+02, 9.364530e+02, 5.392000e+00,
2.641700e+01, 7.312000e+00, 9.644000e+00, 1.299588e+03,
1.549405e+03, 0.000000e+00, 1.165780e+02, 2.233000e+01,
3.127310e+02, 6.031900e+01, 4.253720e+02, 1.377594e+03,
1.788000e+00, 4.710810e+02, 1.460731e+03, 1.143260e+02,
1.204837e+03, 1.627486e+03, 9.163300e+01, 1.094519e+03,
6.051690e+02, 2.084600e+01, 0.000000e+00, 0.000000e+00,
2.505050e+02, 7.210700e+01, 0.000000e+00, 2.268843e+03,
1.460110e+02, 1.878270e+02, 5.554300e+01, 6.758670e+02,
1.525320e+02, 9.903000e+00, 4.957000e+00, 1.472074e+03,
1.877887e+03, 0.000000e+00, 2.007100e+01, 8.583230e+02,
1.126786e+03, 3.214400e+01, 9.112000e+00, 1.534110e+03,
2.386400e+01, 4.367200e+01, 2.983120e+02, 1.291380e+03,
1.162963e+03, 6.136900e+01, 4.200000e-01, 9.436000e+00,
3.520000e-01, 1.218000e+00, 0.000000e+00, 1.111300e+01,
1.000360e+02, 6.995740e+02, 3.457470e+02, 0.000000e+00,
7.302000e+00, 6.561980e+02, 1.359900e+02, 1.841793e+03,
1.597178e+03, 1.917250e+02, 1.858400e+01, 0.000000e+00,
0.000000e+00, 4.919800e+01, 3.600000e-01, 3.349870e+02,
2.192700e+01, 6.184700e+01, 1.001820e+02]), 'population': array([ 38928341, 1340598113, 2877800, 43851043, 77265,
32866268, 15002, 97928, 45195777, 2963234,
4639847425, 25499881, 9006400, 10139175, 393248,
1701583, 164689383, 287371, 9449321, 11589616,
397621, 12123198, 62273, 771612, 11673029,
3280815, 2351625, 212559409, 437483, 6948445,
20903278, 11890781, 16718971, 26545864, 37742157,
555988, 65720, 4829764, 16425859, 19116209,
1439323774, 50882884, 869595, 5518092, 5094114,
26378275, 4105268, 11326616, 875899, 10708982,
89561404, 5792203, 988002, 71991, 10847904,
17643060, 102334403, 6486201, 1402985, 3546427,
1326539, 1160164, 114963583, 748680069, 444919060,
48865, 3483, 896444, 5540718, 68147687,
2225728, 2416664, 3989175, 83783945, 31072945,
33691, 10423056, 56772, 112519, 17915567,
67052, 13132792, 1967998, 786559, 11402533,
9904608, 7496988, 9660350, 341250, 1380004385,
273523621, 0, 83992953, 40222503, 4937796,
85032, 8655541, 60461828, 2961161, 126476458,
101073, 10203140, 18776707, 53771300, 1932774,
4270563, 6524191, 7275556, 1886202, 6825442,
2142252, 5057677, 6871287, 38137, 2722291,
625976, 649342, 27691019, 19129955, 32365998,
540542, 20250834, 441539, 59194, 4649660,
1271767, 128932753, 115021, 4033963, 39244,
3278292, 628062, 4999, 36910558, 31255435,
54409794, 2540916, 29136808, 17134873, 4822233,
6624554, 24206636, 206139587, 592072204, 2083380,
0, 5421242, 42677809, 5106622, 220892331,
5101416, 4314768, 8947027, 7132530, 32971846,
109581085, 37846605, 10196707, 2881060, 19237682,
145934460, 12952209, 6071, 53192, 183629,
110947, 198410, 33938, 219161, 34813867,
16743930, 6804596, 98340, 7976985, 5850343,
5459643, 2078932, 686878, 15893219, 59308690,
430759772, 51269183, 11193729, 46754783, 21413250,
43849269, 586634, 10099270, 8654618, 17500657,
23816775, 9537642, 59734213, 69799978, 1318442,
8278737, 1399491, 11818618, 84339067, 38718,
45741000, 43733759, 9890400, 67886004, 331002647,
3473727, 33469199, 307150, 809, 28435943,
97338583, 7794798729, 29825968, 18383956, 14862927]), 'population_density': array([5.4422000e+01, 0.0000000e+00, 1.0487100e+02, 1.7348000e+01,
1.6375500e+02, 2.3890000e+01, 0.0000000e+00, 2.3184500e+02,
1.6177000e+01, 1.0293100e+02, 0.0000000e+00, 3.2020000e+00,
1.0674900e+02, 1.1930900e+02, 3.9497000e+01, 1.9359070e+03,
1.2650360e+03, 6.6446300e+02, 4.6858000e+01, 3.7556400e+02,
1.6426000e+01, 9.9110000e+01, 1.3088200e+03, 2.1188000e+01,
1.0202000e+01, 6.8496000e+01, 4.0440000e+00, 2.5040000e+01,
8.1347000e+01, 6.5180000e+01, 7.0151000e+01, 4.2306200e+02,
9.0672000e+01, 5.0885000e+01, 4.0370000e+00, 1.3558000e+02,
2.5649600e+02, 7.4790000e+00, 1.1833000e+01, 2.4282000e+01,
1.4767400e+02, 4.4223000e+01, 4.3735200e+02, 1.5405000e+01,
9.6079000e+01, 7.6399000e+01, 7.3726000e+01, 1.1040800e+02,
1.2765700e+02, 1.3717600e+02, 3.5879000e+01, 1.3652000e+02,
4.1285000e+01, 9.8567000e+01, 2.2287300e+02, 6.6939000e+01,
9.7999000e+01, 3.0781100e+02, 4.5194000e+01, 4.4304000e+01,
3.1033000e+01, 7.9492000e+01, 1.0495700e+02, 0.0000000e+00,
0.0000000e+00, 3.5308000e+01, 0.0000000e+00, 4.9562000e+01,
1.8136000e+01, 1.2257800e+02, 7.8590000e+00, 2.0756600e+02,
6.5032000e+01, 2.3701600e+02, 1.2671900e+02, 3.4571000e+03,
8.3479000e+01, 1.3700000e-01, 3.1713200e+02, 1.5783400e+02,
0.0000000e+00, 5.1755000e+01, 6.6191000e+01, 3.9520000e+00,
3.9844800e+02, 8.2805000e+01, 7.0397140e+03, 1.0804300e+02,
3.4040000e+00, 4.5041900e+02, 1.4572500e+02, 0.0000000e+00,
4.9831000e+01, 8.8125000e+01, 6.9874000e+01, 1.4787200e+02,
4.0260600e+02, 2.0585900e+02, 2.6687900e+02, 3.4777800e+02,
0.0000000e+00, 1.0928500e+02, 6.6810000e+00, 8.7324000e+01,
1.6815500e+02, 2.3212800e+02, 3.2333000e+01, 2.9715000e+01,
3.1212000e+01, 5.9456100e+02, 7.3562000e+01, 4.9127000e+01,
3.6230000e+00, 2.3701200e+02, 4.5135000e+01, 2.3144700e+02,
2.0546766e+04, 4.3951000e+01, 1.9751900e+02, 9.6254000e+01,
1.4544330e+03, 1.5196000e+01, 1.4540370e+03, 2.9515000e+02,
4.2890000e+00, 6.2296200e+02, 6.6444000e+01, 1.5077700e+02,
1.2365500e+02, 1.9347500e+04, 1.9800000e+00, 4.6280000e+01,
0.0000000e+00, 8.0080000e+01, 3.7728000e+01, 8.1721000e+01,
3.0780000e+00, 2.0443000e+02, 5.0854400e+02, 1.8206000e+01,
5.1667000e+01, 1.6955000e+01, 2.0958800e+02, 0.0000000e+00,
8.2600000e+01, 0.0000000e+00, 1.4462000e+01, 0.0000000e+00,
1.4980000e+01, 2.5557300e+02, 7.7820200e+02, 5.5133000e+01,
1.8220000e+01, 1.7144000e+01, 2.5129000e+01, 3.5187300e+02,
1.2402700e+02, 1.1237100e+02, 2.2732200e+02, 8.5129000e+01,
8.8230000e+00, 4.9486900e+02, 0.0000000e+00, 2.1286500e+02,
2.9318700e+02, 2.8178700e+02, 6.9413000e+01, 5.5666700e+02,
2.1284100e+02, 1.5322000e+01, 8.2328000e+01, 8.0291000e+01,
2.0835400e+02, 1.0470000e+02, 7.9157310e+03, 1.1312800e+02,
1.0261900e+02, 2.1841000e+01, 2.3500000e+01, 4.6754000e+01,
0.0000000e+00, 5.2796700e+02, 0.0000000e+00, 9.3105000e+01,
3.4195500e+02, 2.3258000e+01, 3.6120000e+00, 2.4718000e+01,
2.1424300e+02, 0.0000000e+00, 0.0000000e+00, 6.4281000e+01,
6.4699000e+01, 1.3513200e+02, 8.7176000e+01, 1.4336600e+02,
2.6688600e+02, 7.4228000e+01, 1.0491400e+02, 3.7312000e+01,
2.1375900e+02, 7.7390000e+01, 1.1244200e+02, 2.7289800e+02,
3.5608000e+01, 1.9751000e+01, 7.6134000e+01, 2.2662000e+01,
0.0000000e+00, 3.6253000e+01, 3.0812700e+02, 5.8045000e+01,
5.3508000e+01, 2.2995000e+01, 4.2729000e+01])}
这是我的字典。 我需要 plot 人口密度和每百万人死亡人数之间的图表。 任何帮助将不胜感激
1 个解决方案
解决方案1
0 2021-04-15 13:03:36
试试这个，使用pandas 库：
其中 d 是您上面的字典，
import pandas as pd
df = pd.DataFrame(d)
df.plot.scatter(x='population_density', y='total_deaths_per_million')
Output：
如何使用 Python 中的特定键从字典列表中创建字典
[英]How to create a dictionary from a list of dictionary using specific keys in Python
当键不统一时，如何在不使用 Pandas 的情况下从嵌套字典中 plot 条形图？
[英]How to plot a bar graph from nested dictionary without using Pandas when keys are not uniform?
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