adding sql tests
This commit is contained in:
Andy Eschbacher
12
src/pg/test/expected/21_gwr_test.out
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12
src/pg/test/expected/21_gwr_test.out
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@@ -0,0 +1,12 @@
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-- test of Geographically Weighted Regression (GWR)
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SET client_min_messages TO WARNING;
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\set ECHO none
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rowid|coeff_pctrural|std_errs_pctrural|t_vals_pctrural|predicted|residuals|r_squared|bandwidth
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13001|-0.0852|0.0220|-3.8678|8.8071|-0.6071|0.5218|90.0
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13027|-0.0719|0.0221|-3.2506|9.9673|-0.8673|0.5443|90.0
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13027|-0.0719|0.0221|-3.2506|9.9673|-0.8673|0.5443|90.0
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13039|-0.0959|0.0241|-3.9755|13.4802|0.0198|0.6269|90.0
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13231|-0.1383|0.0181|-7.6634|8.5520|0.7480|0.6337|90.0
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13293|-0.1207|0.0184|-6.5553|12.9930|-3.9930|0.6446|90.0
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13321|-0.0720|0.0204|-3.5337|8.2738|-1.9738|0.5573|90.0
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(7 rows)
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199
src/pg/test/fixtures/gwr_georgia.sql
vendored
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199
src/pg/test/fixtures/gwr_georgia.sql
vendored
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@@ -0,0 +1,199 @@
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SET client_min_messages TO WARNING;
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\set ECHO none
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--
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-- PostgreSQL database dump
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--
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-- Data from:
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-- https://github.com/TaylorOshan/pysal/blob/1d6af33bda46b1d623f70912c56155064463383f/pysal/examples/georgia/GData_utm.csv
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CREATE TABLE g_utm_testing (
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cartodb_id bigint,
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the_geom geometry(Geometry, 2239),
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pctblack numeric,
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pctpov numeric,
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pctbach numeric,
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pctrural numeric,
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x numeric,
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y numeric,
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areakey int
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);
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COPY g_utm_testing (cartodb_id, the_geom, pctblack, pctpov, pctbach, pctrural, x, y, areakey) FROM stdin;
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122 0101000020BF080000CDCCCCCC2AEB2A410000000043F74A41 34.4500000000000028 27.3000000000000007 8.59999999999999964 72.5999999999999943 882069.400000000023 3534470 13271
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9 0101000020BF0800009A999999786823410000000080684D41 0.349999999999999978 14.5999999999999996 8 96.5 635964.300000000047 3854592 13083
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30 0101000020BF0800009A9999990ACF294100000080E5174D41 9.89000000000000057 16.5 9.5 87.2000000000000028 845701.300000000047 3813323 13119
|
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121 0101000020BF08000000000000B67D2F4100000080AA6F4B41 14.0299999999999994 12.6999999999999993 7.59999999999999964 89.0999999999999943 1031899 3596117 13103
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139 0101000020BF080000CDCCCCCCFF4B2B410000008038A54A41 25.4600000000000009 22.5 11.0999999999999996 64.5999999999999943 894463.900000000023 3492465 13069
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78 0101000020BF08000066666666FB632741000000802BF44B41 34.0300000000000011 16.3000000000000007 10 63.6000000000000014 766461.699999999953 3663959 13171
|
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103 0101000020BF0800009A999999BEB62741000000809A594B41 58.7199999999999989 29.1999999999999993 10.0999999999999996 65.5999999999999943 777055.300000000047 3584821 13193
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104 0101000020BF0800009A999999E52C27410000008039874B41 43.2100000000000009 29.5 7.09999999999999964 100 759410.800000000047 3608179 13269
|
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160 0101000020BF0800009A999999A3DC2541000000004D544A41 27.4800000000000004 22.1000000000000014 8.19999999999999929 100 716369.800000000047 3451034 13201
|
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99 0101000020BF08000033333333DCC3294100000080D56E4B41 22.3599999999999994 18.3000000000000007 10.3000000000000007 57.8999999999999986 844270.099999999977 3595691 13023
|
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16 0101000020BF08000033333333C4532741000000004B164D41 0.28999999999999998 12.8000000000000007 8.59999999999999964 100 764386.099999999977 3812502 13085
|
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34 0101000020BF080000CDCCCCCCFE622441000000000FB94C41 14.3000000000000007 16.3000000000000007 6.79999999999999982 66.5 668031.400000000023 3764766 13233
|
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37 0101000020BF08000066666666423825410000008006AC4C41 3.93999999999999995 8.80000000000000071 7.59999999999999964 93.7000000000000028 695329.199999999953 3758093 13223
|
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47 0101000020BF08000066666666B195254100000080D0774C41 7.62999999999999989 6.59999999999999964 12 26.6999999999999993 707288.699999999953 3731361 13097
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108 0101000020BF080000333333339AFA264100000000173D4B41 34.0900000000000034 19.8999999999999986 8 100 752973.099999999977 3570222 13249
|
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75 0101000020BF0800009A9999992EEC29410000008048F74B41 42.3900000000000006 17.5 13.3000000000000007 42.7000000000000028 849431.300000000047 3665553 13009
|
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83 0101000020BF08000066666666C39D2D4100000080E3C54B41 41.509999999999998 27.8000000000000007 7.70000000000000018 53.7999999999999972 970465.699999999953 3640263 13165
|
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91 0101000020BF080000333333339939254100000000ABA74B41 25.4899999999999984 13.6999999999999993 13.5999999999999996 95.7999999999999972 695500.599999999977 3624790 13145
|
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131 0101000020BF080000CDCCCCCC2AEB2A410000000043F74A41 34.4500000000000028 27.3000000000000007 8.59999999999999964 72.5999999999999943 882069.400000000023 3534470 13271
|
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136 0101000020BF0800009A99999959562A4100000000D8DB4A41 31.3299999999999983 22 7.59999999999999964 47 863020.800000000047 3520432 13017
|
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140 0101000020BF080000CDCCCCCCFF4B2B410000008038A54A41 25.4600000000000009 22.5 11.0999999999999996 64.5999999999999943 894463.900000000023 3492465 13069
|
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45 0101000020BF080000333333338034294100000000B35D4C41 34.740000000000002 15 11 73 825920.099999999977 3717990 13211
|
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58 0101000020BF080000000000003EBC27410000008062744C41 8.02999999999999936 6.20000000000000018 18.1000000000000014 59.2000000000000028 777759 3729605 13247
|
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66 0101000020BF0800009A999999401F2D410000000063364C41 41.9600000000000009 18.1999999999999993 17.3000000000000007 9.90000000000000036 954272.300000000047 3697862 13245
|
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67 0101000020BF080000CDCCCCCCA09B244100000080601E4C41 13.3800000000000008 19.1000000000000014 5.70000000000000018 100 675280.400000000023 3685569 13149
|
||||
74 0101000020BF080000CDCCCCCC6387254100000000842F4C41 22.5899999999999999 11.4000000000000004 13.3000000000000007 76.0999999999999943 705457.900000000023 3694344 13077
|
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112 0101000020BF0800009A999999C7662D410000008033294B41 29.1900000000000013 21.8999999999999986 6.5 79.2999999999999972 963427.800000000047 3560039 13267
|
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117 0101000020BF0800009A9999993E6A2841000000004E314B41 48.9799999999999969 32.8999999999999986 9.5 72.5999999999999943 800031.300000000047 3564188 13093
|
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127 0101000020BF080000CDCCCCCC209628410000008067FC4A41 40.6599999999999966 29 10 48.3999999999999986 805648.400000000023 3537103 13081
|
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166 0101000020BF08000066666666E4462841000000800E1B4A41 37.9299999999999997 22.6000000000000014 13.4000000000000004 55.2000000000000028 795506.199999999953 3421725 13275
|
||||
48 0101000020BF080000000000003EBC27410000008062744C41 8.02999999999999936 6.20000000000000018 18.1000000000000014 59.2000000000000028 777759 3729605 13247
|
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3 0101000020BF08000033333333A0B6274100000080AD704D41 0.100000000000000006 18.3000000000000007 10.0999999999999996 100 777040.099999999977 3858779 13291
|
||||
1 0101000020BF080000000000008B2A294100000080727C4D41 0.349999999999999978 13.5999999999999996 11.5999999999999996 100 824645.5 3864805 13241
|
||||
2 0101000020BF080000666666663B5A284100000000C08B4D41 0 14 11.4000000000000004 100 797981.699999999953 3872640 13281
|
||||
4 0101000020BF0800009A9999996F8F264100000000F67F4D41 0.0299999999999999989 17.1999999999999993 7.79999999999999982 100 739255.800000000047 3866604 13111
|
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18 0101000020BF08000033333333C5ED234100000000C0184D41 8.60999999999999943 14.5999999999999996 5.90000000000000036 77.4000000000000057 653026.599999999977 3813760 13055
|
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6 0101000020BF080000CDCCCCCC56F6244100000000D5694D41 4.05999999999999961 11.0999999999999996 12 70 686891.400000000023 3855274 13313
|
||||
5 0101000020BF0800009A999999F499254100000000B6674D41 0.260000000000000009 11.3000000000000007 5.5 89 707834.300000000047 3854188 13213
|
||||
7 0101000020BF080000CDCCCCCCCF7224410000000097774D41 0.910000000000000031 12 8.09999999999999964 43.6000000000000014 670055.900000000023 3862318 13047
|
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8 0101000020BF080000CDCCCCCC6C1B2441000000803B504D41 3.72999999999999998 12.8000000000000007 8.40000000000000036 44.7999999999999972 658870.400000000023 3842167 13295
|
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10 0101000020BF0800009A9999993C5C26410000008064554D41 0.260000000000000009 16.6000000000000014 8.59999999999999964 100 732702.300000000047 3844809 13123
|
||||
11 0101000020BF08000033333333CAFD284100000080DD4B4D41 5.41999999999999993 11.5999999999999996 12 88.5 818917.099999999977 3839931 13137
|
||||
12 0101000020BF08000033333333D3512841000000001F4E4D41 2.58999999999999986 12.5 13.5999999999999996 100 796905.599999999977 3841086 13311
|
||||
13 0101000020BF08000000000000F093274100000080363D4D41 1.40999999999999992 15.3000000000000007 11.0999999999999996 78.5999999999999943 772600 3832429 13187
|
||||
14 0101000020BF080000CDCCCCCCCBB2294100000080C1324D41 11.8100000000000005 17 13.0999999999999996 64.5 842085.900000000023 3827075 13257
|
||||
15 0101000020BF080000333333333A382541000000801B294D41 3.7799999999999998 11.0999999999999996 9.19999999999999929 79.7000000000000028 695325.099999999977 3822135 13129
|
||||
17 0101000020BF080000CDCCCCCCE235244100000000B0E94C41 13.5600000000000005 13.5999999999999996 13.6999999999999993 36.1000000000000014 662257.400000000023 3789664 13115
|
||||
19 0101000020BF0800009A9999990ACF294100000080E5174D41 9.89000000000000057 16.5 9.5 87.2000000000000028 845701.300000000047 3813323 13119
|
||||
20 0101000020BF080000666666662D65264100000000EE164D41 1.47999999999999998 12.8000000000000007 9 100 733846.699999999953 3812828 13227
|
||||
21 0101000020BF080000CDCCCCCCBB922A4100000080FF114D41 20.4100000000000001 14.1999999999999993 9.09999999999999964 73.7999999999999972 870749.900000000023 3810303 13147
|
||||
25 0101000020BF08000000000000075525410000000000F14C41 9.21000000000000085 10.6999999999999993 9 75.2000000000000028 699011.5 3793408 13015
|
||||
22 0101000020BF08000000000000673E28410000000068044D41 8.48000000000000043 10.5999999999999996 15.4000000000000004 81.0999999999999943 794419.5 3803344 13139
|
||||
23 0101000020BF0800009A999999EA00294100000000C00C4D41 3.49000000000000021 15.0999999999999996 6.40000000000000036 100 819317.300000000047 3807616 13011
|
||||
24 0101000020BF080000CDCCCCCC41682641000000005FF24C41 1.77000000000000002 6.09999999999999964 18.3999999999999986 57.7999999999999972 734240.900000000023 3794110 13057
|
||||
44 0101000020BF0800009A9999999B52244100000000E7894C41 6.46999999999999975 14.4000000000000004 7.5 67.7999999999999972 665933.800000000047 3740622 13143
|
||||
26 0101000020BF0800009A999999AA5B27410000008066E84C41 0 6.79999999999999982 15.5999999999999996 93.7000000000000028 765397.300000000047 3789005 13117
|
||||
27 0101000020BF080000666666666AD72A410000008068E14C41 29.9899999999999984 19.6999999999999993 8 70 879541.199999999953 3785425 13105
|
||||
28 0101000020BF0800003333333312E528410000008086DE4C41 9.58000000000000007 14.0999999999999996 9 78 815753.099999999977 3783949 13157
|
||||
29 0101000020BF0800009A999999FDE52941000000805EE14C41 8.32000000000000028 15.6999999999999993 9.69999999999999929 100 848638.800000000047 3785405 13195
|
||||
31 0101000020BF080000CDCCCCCC4064264100000000807B4C41 49.9200000000000017 18.3999999999999986 31.6000000000000014 4.20000000000000018 733728.400000000023 3733248 13121
|
||||
32 0101000020BF08000033333333359427410000000029B84C41 5.11000000000000032 4 29.6000000000000014 13.5999999999999996 772634.599999999977 3764306 13135
|
||||
33 0101000020BF0800003333333346872841000000808BC24C41 11.4399999999999995 14.6999999999999993 9.19999999999999929 64.5999999999999943 803747.099999999977 3769623 13013
|
||||
35 0101000020BF0800009A99999977582A410000008074A94C41 24.7399999999999984 16.1999999999999993 12.8000000000000007 100 863291.800000000047 3756777 13221
|
||||
36 0101000020BF0800009A9999994D1D26410000008041AA4C41 9.83999999999999986 5.59999999999999964 33 5.79999999999999982 724646.800000000047 3757187 13067
|
||||
38 0101000020BF08000033333333F9672941000000806CB54C41 26.2300000000000004 27 37.5 17.6000000000000014 832508.599999999977 3762905 13059
|
||||
46 0101000020BF08000033333333F5B624410000000071544C41 15.4600000000000009 14.4000000000000004 12 68.5 678778.599999999977 3713250 13045
|
||||
39 0101000020BF08000000000000B9322B4100000080C49B4C41 45.9399999999999977 22.6000000000000014 10.4000000000000004 59.6000000000000014 891228.5 3749769 13317
|
||||
40 0101000020BF08000000000000C90E2C410000000039A14C41 38.1899999999999977 17.8000000000000007 8.19999999999999929 100 919396.5 3752562 13181
|
||||
41 0101000020BF080000CDCCCCCC1F5A294100000080FB9D4C41 7.37000000000000011 7.90000000000000036 28.3999999999999986 95.2000000000000028 830735.900000000023 3750903 13219
|
||||
42 0101000020BF080000CDCCCCCC7F2B2741000000806A7F4C41 42.2299999999999969 9.90000000000000036 32.7000000000000028 2.5 759231.900000000023 3735253 13089
|
||||
43 0101000020BF0800009A999999006D284100000080F18D4C41 18.370000000000001 13.1999999999999993 9.40000000000000036 61.2000000000000028 800384.300000000047 3742691 13297
|
||||
49 0101000020BF0800009A999999321C2A41000000002D664C41 49.8900000000000006 25.1000000000000014 8.80000000000000071 75.7000000000000028 855577.300000000047 3722330 13133
|
||||
50 0101000020BF080000CDCCCCCC31FD2A4100000080BA5C4C41 61.3599999999999994 31.8999999999999986 5.59999999999999964 100 884376.900000000023 3717493 13265
|
||||
86 0101000020BF080000000000004E6B294100000000DEA54B41 45.9299999999999997 26 4.79999999999999982 100 832935 3623868 13289
|
||||
51 0101000020BF080000CDCCCCCC7FC32C4100000000BA654C41 10.9299999999999997 6.59999999999999964 23.8999999999999986 30.6000000000000014 942527.900000000023 3722100 13073
|
||||
87 0101000020BF08000066666666B4C72C4100000000AD974B41 32.5799999999999983 25.6999999999999993 9.09999999999999964 64.2000000000000028 943066.199999999953 3616602 13107
|
||||
52 0101000020BF080000CDCCCCCC5F352841000000001B614C41 22.3500000000000014 14.4000000000000004 9.5 76 793263.900000000023 3719734 13217
|
||||
53 0101000020BF080000CDCCCCCCC5012C4100000000885A4C41 36.3800000000000026 21.6000000000000014 10.4000000000000004 65.9000000000000057 917730.900000000023 3716368 13189
|
||||
55 0101000020BF080000CDCCCCCCC04C274100000000023A4C41 10.2400000000000002 6.09999999999999964 10.6999999999999993 76 763488.400000000023 3699716 13151
|
||||
54 0101000020BF080000333333338E8A2B4100000000533A4C41 60.2299999999999969 32.6000000000000014 4.20000000000000018 100 902471.099999999977 3699878 13301
|
||||
56 0101000020BF0800009A99999985C026410000000077514C41 23.8200000000000003 8.59999999999999964 14.6999999999999993 4.40000000000000036 745538.800000000047 3711726 13063
|
||||
57 0101000020BF0800009A999999401F2D410000000063364C41 41.9600000000000009 18.1999999999999993 17.3000000000000007 9.90000000000000036 954272.300000000047 3697862 13245
|
||||
59 0101000020BF080000666666669952264100000000C23B4C41 5.12999999999999989 2.60000000000000009 25.8000000000000007 53.8999999999999986 731468.699999999953 3700612 13113
|
||||
60 0101000020BF08000033333333A2A2284100000000FA304C41 34.7999999999999972 17.3999999999999986 10.8000000000000007 100 807249.099999999977 3695092 13159
|
||||
61 0101000020BF080000000000003EBC27410000008062744C41 8.02999999999999936 6.20000000000000018 18.1000000000000014 59.2000000000000028 777759 3729605 13247
|
||||
146 0101000020BF080000CDCCCCCCA951274100000080EFA84A41 50.1499999999999986 24.3999999999999986 17 10 764116.900000000023 3494367 13095
|
||||
142 0101000020BF0800009A9999994B1B2A41000000803AC04A41 30.5 27.1999999999999993 8.30000000000000071 63.3999999999999986 855461.800000000047 3506293 13155
|
||||
62 0101000020BF08000033333333D2A32941000000004B314C41 32.7899999999999991 16.3999999999999986 11.6999999999999993 66.5 840169.099999999977 3695254 13237
|
||||
63 0101000020BF080000CDCCCCCC6387254100000000842F4C41 22.5899999999999999 11.4000000000000004 13.3000000000000007 76.0999999999999943 705457.900000000023 3694344 13077
|
||||
64 0101000020BF0800009A9999995DA82A4100000080C2264C41 79.6400000000000006 30.1000000000000014 6.79999999999999982 100 873518.800000000047 3689861 13141
|
||||
65 0101000020BF08000066666666E0E02741000000004C1C4C41 35.4799999999999969 15.5999999999999996 7.20000000000000018 73.4000000000000057 782448.199999999953 3684504 13035
|
||||
68 0101000020BF0800009A999999C5B82B4100000000BC1E4C41 12.6899999999999995 16.8000000000000007 5.29999999999999982 100 908386.800000000047 3685752 13125
|
||||
69 0101000020BF0800003333333398332C410000000038FC4B41 55.9200000000000017 31.3000000000000007 6.20000000000000018 100 924108.099999999977 3668080 13163
|
||||
114 0101000020BF0800009A999999BFF52D4100000080393F4B41 33.8800000000000026 25.3999999999999986 8.59999999999999964 100 981727.800000000047 3571315 13109
|
||||
70 0101000020BF0800009A99999993A62D4100000000B1024C41 52.1899999999999977 30.3000000000000007 9.59999999999999964 72.2999999999999972 971593.800000000047 3671394 13033
|
||||
71 0101000020BF08000066666666C809274100000080521D4C41 29.0799999999999983 15.5999999999999996 11.0999999999999996 53.6000000000000014 754916.199999999953 3685029 13255
|
||||
72 0101000020BF0800009A999999E04D2B410000008023D64B41 51.8599999999999994 21.6000000000000014 9.80000000000000071 67.0999999999999943 894704.300000000047 3648583 13303
|
||||
73 0101000020BF0800009A999999BFD4254100000080F9EC4B41 44.6199999999999974 22.3999999999999986 6.70000000000000018 82.2999999999999972 715359.800000000047 3660275 13199
|
||||
76 0101000020BF0800009A999999F1D4244100000000EFEC4B41 30.0300000000000011 16.3000000000000007 13.5999999999999996 44 682616.800000000047 3660254 13285
|
||||
77 0101000020BF08000066666666851E284100000000A0ED4B41 31.7800000000000011 13.8000000000000007 12.9000000000000004 75.0999999999999943 790338.699999999953 3660608 13207
|
||||
79 0101000020BF08000033333333EE10294100000080B7EC4B41 25.6000000000000014 10.8000000000000007 12 81.9000000000000057 821367.099999999977 3660143 13169
|
||||
80 0101000020BF0800009A999999E9B52641000000804CF74B41 20.0399999999999991 13.4000000000000004 9.30000000000000071 100 744180.800000000047 3665561 13231
|
||||
92 0101000020BF080000CDCCCCCCBC002B4100000080DD754B41 33.3200000000000003 20.5 12 52.8999999999999986 884830.400000000023 3599291 13175
|
||||
89 0101000020BF08000066666666B9BA2B410000000039A74B41 33.8900000000000006 22.1999999999999993 4.90000000000000036 100 908636.699999999953 3624562 13167
|
||||
81 0101000020BF08000000000000F8A32E41000000001FC94B41 44.6899999999999977 22.8999999999999986 8.59999999999999964 79.2999999999999972 1004028 3641918 13251
|
||||
82 0101000020BF080000CDCCCCCC59352A410000008041C14B41 41.990000000000002 15.3000000000000007 8.80000000000000071 100 858796.900000000023 3637891 13319
|
||||
84 0101000020BF080000666666664AF4264100000000CCC34B41 27.7800000000000011 14.6999999999999993 9 65.2999999999999972 752165.199999999953 3639192 13293
|
||||
85 0101000020BF080000CDCCCCCC11B62841000000007ABE4B41 41.6799999999999997 19.1999999999999993 17 16.1000000000000014 809736.900000000023 3636468 13021
|
||||
88 0101000020BF080000CDCCCCCC13682641000000007DA44B41 62.3400000000000034 24.8999999999999986 7.09999999999999964 97.9000000000000057 734217.900000000023 3623162 13263
|
||||
90 0101000020BF0800000000000071E8274100000080D7A44B41 30.6600000000000001 14 5.70000000000000018 100 783416.5 3623343 13079
|
||||
98 0101000020BF080000CDCCCCCC516D2D4100000000FD744B41 30.9400000000000013 24.1000000000000014 9.90000000000000036 52.1000000000000014 964264.900000000023 3598842 13043
|
||||
95 0101000020BF080000CDCCCCCCDA5A28410000008001894B41 47.5300000000000011 24 15.1999999999999993 61.2999999999999972 798061.400000000023 3609091 13225
|
||||
93 0101000020BF0800009A999999E52C27410000008039874B41 43.2100000000000009 29.5 7.09999999999999964 100 759410.800000000047 3608179 13269
|
||||
120 0101000020BF0800009A99999931762541000000802C1B4B41 63.4600000000000009 31.3999999999999986 8 100 703256.800000000047 3552857 13259
|
||||
94 0101000020BF080000CDCCCCCCAE5C2E410000008036784B41 25.9499999999999993 27.5 19.8999999999999986 63.2000000000000028 994903.400000000023 3600493 13031
|
||||
96 0101000020BF080000CDCCCCCC4DD8284100000080CC644B41 21.8000000000000007 10.5999999999999996 16 20.8999999999999986 814118.900000000023 3590553 13153
|
||||
134 0101000020BF080000000000002F8327410000008050DB4A41 19.2199999999999989 12.5999999999999996 13.6999999999999993 78.2000000000000028 770455.5 3520161 13177
|
||||
97 0101000020BF08000000000000B67D2F4100000080AA6F4B41 14.0299999999999994 12.6999999999999993 7.59999999999999964 89.0999999999999943 1031899 3596117 13103
|
||||
100 0101000020BF080000666666664363254100000000CA734B41 37.9500000000000028 18.6000000000000014 16.6000000000000014 3.20000000000000018 700833.699999999953 3598228 13215
|
||||
101 0101000020BF080000333333334B0C2C4100000000D16D4B41 33.1000000000000014 27.1000000000000014 6.29999999999999982 53.2999999999999972 919077.599999999977 3595170 13283
|
||||
102 0101000020BF0800009A999999995D264100000080C4584B41 41.3200000000000003 28.1999999999999993 4.59999999999999964 100 732876.800000000047 3584393 13197
|
||||
105 0101000020BF080000666666667E83254100000000844B4B41 30.9400000000000013 10.4000000000000004 20.1999999999999993 13.6999999999999993 704959.199999999953 3577608 13053
|
||||
119 0101000020BF0800009A9999997053264100000000460B4B41 50.2000000000000028 22.5 5.5 100 731576.300000000047 3544716 13307
|
||||
106 0101000020BF0800009A999999BEB62741000000809A594B41 58.7199999999999989 29.1999999999999993 10.0999999999999996 65.5999999999999943 777055.300000000047 3584821 13193
|
||||
107 0101000020BF080000CDCCCCCC46422A4100000080863C4B41 27.6400000000000006 21.8000000000000007 8 70.7000000000000028 860451.400000000023 3569933 13091
|
||||
109 0101000020BF080000333333333772294100000080AB374B41 32.4600000000000009 24.3000000000000007 10.6999999999999993 56.5 833819.599999999977 3567447 13235
|
||||
110 0101000020BF080000CDCCCCCC6E1A2C4100000080AC394B41 28.2699999999999996 24.5 10.0999999999999996 98.5999999999999943 920887.400000000023 3568473 13209
|
||||
111 0101000020BF080000CDCCCCCC4CBD2C4100000000F1374B41 23.379999999999999 24 11.4000000000000004 35.7000000000000028 941734.400000000023 3567586 13279
|
||||
113 0101000020BF0800009A999999B06D2B4100000000BC2F4B41 30.0599999999999987 30.3000000000000007 8.59999999999999964 100 898776.300000000047 3563384 13309
|
||||
133 0101000020BF08000033333333EABD25410000008045DA4A41 58.1700000000000017 35.8999999999999986 6 53.5 712437.099999999977 3519627 13243
|
||||
115 0101000020BF080000000000007A2B304100000080C5224B41 38.0200000000000031 17.1999999999999993 18.6000000000000014 5.09999999999999964 1059706 3556747 13051
|
||||
145 0101000020BF080000CDCCCCCC04692C410000008061B94A41 15.4199999999999999 24.1000000000000014 6.59999999999999964 61.7000000000000028 930946.400000000023 3502787 13005
|
||||
116 0101000020BF0800000000000052392F4100000000531F4B41 14.8499999999999996 13.1999999999999993 11.8000000000000007 80.5999999999999943 1023145 3554982 13029
|
||||
118 0101000020BF08000033333333824C27410000000004194B41 46.5300000000000011 24.8000000000000007 15.9000000000000004 45.3999999999999986 763457.099999999977 3551752 13261
|
||||
123 0101000020BF08000000000000ACF72E4100000080A4FC4A41 39.1499999999999986 17.1999999999999993 13.4000000000000004 32.8999999999999986 1014742 3537225 13179
|
||||
124 0101000020BF080000CDCCCCCC2AEB2A410000000043F74A41 34.4500000000000028 27.3000000000000007 8.59999999999999964 72.5999999999999943 882069.400000000023 3534470 13271
|
||||
125 0101000020BF080000000000002F9729410000008039FF4A41 31.7600000000000016 28.6000000000000014 7.59999999999999964 100 838551.5 3538547 13315
|
||||
128 0101000020BF080000CDCCCCCC3BF22B41000000803AF04A41 15.3599999999999994 18.8000000000000007 8.30000000000000071 65.0999999999999943 915741.900000000023 3530869 13161
|
||||
126 0101000020BF0800000000000000A82E4100000000C5D64A41 21.75 23.6999999999999993 5.20000000000000018 100 1004544 3517834 13183
|
||||
132 0101000020BF0800009A999999EFAC26410000000026E04A41 59.8999999999999986 29.1000000000000014 9.19999999999999929 50.2999999999999972 743031.800000000047 3522636 13273
|
||||
129 0101000020BF08000033333333A9BA2C410000000072DE4A41 20.7600000000000016 19.8999999999999986 8.19999999999999929 75.5999999999999943 941396.599999999977 3521764 13001
|
||||
130 0101000020BF080000CDCCCCCC36F62441000000000EE34A41 49.9299999999999997 33 7.29999999999999982 100 686875.400000000023 3524124 13239
|
||||
135 0101000020BF0800009A999999A11D2E4100000080D9A84A41 19.4499999999999993 21.1999999999999993 9.59999999999999964 59.8999999999999986 986832.800000000047 3494323 13305
|
||||
137 0101000020BF080000333333338F0129410000008017D14A41 40.6599999999999966 31.3000000000000007 7.20000000000000018 44.5 819399.599999999977 3514927 13287
|
||||
138 0101000020BF08000033333333F471284100000000309B4A41 30.7100000000000009 26.1999999999999993 6.29999999999999982 71.0999999999999943 801018.099999999977 3487328 13321
|
||||
141 0101000020BF080000CDCCCCCCFF4B2B410000008038A54A41 25.4600000000000009 22.5 11.0999999999999996 64.5999999999999943 894463.900000000023 3492465 13069
|
||||
143 0101000020BF08000000000000C8722F4100000080FBB44A41 43.3400000000000034 22.3000000000000007 8.69999999999999929 100 1030500 3500535 13191
|
||||
144 0101000020BF080000CDCCCCCCE33B25410000008099AA4A41 60.759999999999998 35.7000000000000028 11.1999999999999993 100 695793.900000000023 3495219 13061
|
||||
147 0101000020BF080000666666660A1E26410000008096A54A41 58.8900000000000006 31.8000000000000007 10.0999999999999996 100 724741.199999999953 3492653 13037
|
||||
148 0101000020BF0800009A9999998461294100000080F19B4A41 26.6799999999999997 22.8999999999999986 14 51.1000000000000014 831682.300000000047 3487715 13277
|
||||
152 0101000020BF080000333333330E78254100000000C8734A41 44.0900000000000034 31.3999999999999986 9.40000000000000036 52.7999999999999972 703495.099999999977 3467152 13099
|
||||
149 0101000020BF0800009A9999997B192D4100000000DE904A41 11.6899999999999995 21.3000000000000007 6.29999999999999982 74.4000000000000057 953533.800000000047 3482044 13229
|
||||
150 0101000020BF08000000000000663B2F41000000806B7B4A41 25.5700000000000003 14.3000000000000007 19.8999999999999986 20.3000000000000007 1023411 3471063 13127
|
||||
151 0101000020BF08000033333333DBA22C4100000080C94B4A41 25.879999999999999 21.1000000000000014 10.4000000000000004 54.2000000000000028 938349.599999999977 3446675 13299
|
||||
153 0101000020BF0800009A999999173E2A410000008044724A41 11.6199999999999992 19.3000000000000007 7.5 66.2000000000000028 859915.800000000047 3466377 13019
|
||||
154 0101000020BF0800000000000082542B4100000000167D4A41 26.8599999999999994 26 6.40000000000000036 100 895553 3471916 13003
|
||||
155 0101000020BF080000333333336DBF264100000080A6824A41 51.6700000000000017 24.8000000000000007 9.40000000000000036 100 745398.599999999977 3474765 13007
|
||||
156 0101000020BF080000333333333D62274100000000F5594A41 47.9099999999999966 28.6999999999999993 7.79999999999999982 56.2000000000000028 766238.599999999977 3453930 13205
|
||||
157 0101000020BF080000CDCCCCCCB1E22D4100000080546D4A41 4.58000000000000007 18.1999999999999993 5.79999999999999982 100 979288.900000000023 3463849 13025
|
||||
162 0101000020BF080000333333331CB62B4100000000FA274A41 27.2899999999999991 26.3999999999999986 6.70000000000000018 58.6000000000000014 908046.099999999977 3428340 13065
|
||||
158 0101000020BF0800003333333310A129410000008057504A41 29.9400000000000013 22.3999999999999986 6.5 62 839816.099999999977 3449007 13075
|
||||
159 0101000020BF0800009A999999E7AD284100000000FD5D4A41 24.1600000000000001 22.8000000000000007 10 59.3999999999999986 808691.800000000047 3455994 13071
|
||||
163 0101000020BF0800009A99999998AA2A4100000080B63E4A41 26.5799999999999983 25.8999999999999986 5.40000000000000036 100 873804.300000000047 3439981 13173
|
||||
161 0101000020BF08000000000000C0C62E4100000080B63A4A41 20.1900000000000013 11.5 13.5 47.1000000000000014 1008480 3437933 13039
|
||||
172 0101000020BF080000000000005C43294100000000E31A4A41 41.4699999999999989 25.8999999999999986 9.09999999999999964 65.5999999999999943 827822 3421638 13027
|
||||
164 0101000020BF0800009A99999968602D4100000080A0304A41 27.0500000000000007 18.3000000000000007 6.40000000000000036 100 962612.300000000047 3432769 13049
|
||||
165 0101000020BF080000000000005C43294100000000E31A4A41 41.4699999999999989 25.8999999999999986 9.09999999999999964 65.5999999999999943 827822 3421638 13027
|
||||
167 0101000020BF0800003333333304592741000000803C1B4A41 31.5 22.3000000000000007 7.70000000000000018 55.3999999999999986 765058.099999999977 3421817 13131
|
||||
168 0101000020BF080000CDCCCCCCA85B264100000000341B4A41 39.4699999999999989 23.3000000000000007 11.6999999999999993 58 732628.400000000023 3421800 13087
|
||||
169 0101000020BF08000033333333DF7F254100000000991B4A41 32.740000000000002 29.1000000000000014 7.79999999999999982 69.4000000000000057 704495.599999999977 3422002 13253
|
||||
170 0101000020BF080000333333331A642A410000008058164A41 31.879999999999999 19.8999999999999986 16.3000000000000007 47.6000000000000014 864781.099999999977 3419313 13185
|
||||
171 0101000020BF080000000000001C5D2B4100000000DEF24941 11.4800000000000004 14.5999999999999996 4.70000000000000018 100 896654 3401148 13101
|
||||
\.
|
||||
|
||||
|
||||
--
|
||||
-- PostgreSQL database dump complete
|
||||
--
|
||||
31
src/pg/test/sql/21_gwr_test.sql
Normal file
31
src/pg/test/sql/21_gwr_test.sql
Normal file
@@ -0,0 +1,31 @@
|
||||
-- test of Geographically Weighted Regression (GWR)
|
||||
SET client_min_messages TO WARNING;
|
||||
\set ECHO none
|
||||
\pset format unaligned
|
||||
\i test/fixtures/gwr_georgia.sql
|
||||
|
||||
SELECT
|
||||
rowid,
|
||||
round((coeffs->>'pctrural')::numeric, 4) As coeff_pctrural,
|
||||
round((stand_errs->>'pctrural')::numeric, 4) As std_errs_pctrural,
|
||||
round((t_vals->>'pctrural')::numeric, 4) As t_vals_pctrural,
|
||||
round(predicted, 4) As predicted,
|
||||
round(residuals, 4) As residuals,
|
||||
round(r_squared, 4) As r_squared,
|
||||
bandwidth As bandwidth
|
||||
FROM
|
||||
cdb_crankshaft.CDB_GWR('SELECT * FROM g_utm_testing', 'pctbach',
|
||||
Array['pctrural', 'pctpov', 'pctblack']::text[],
|
||||
90.0,
|
||||
False,
|
||||
'bisquare',
|
||||
'the_geom',
|
||||
'areakey')
|
||||
WHERE rowid in (13001, 13027, 13039, 13231, 13321, 13293)
|
||||
ORDER BY rowid ASC;
|
||||
|
||||
|
||||
-- comparison data from known calculated values in
|
||||
-- https://github.com/TaylorOshan/pysal/blob/1d6af33bda46b1d623f70912c56155064463383f/pysal/examples/georgia/georgia_BS_NN_listwise.csv
|
||||
-- Note: values output from this analysis were correct with 1% of the values in that table, possibly due to projection differences.
|
||||
|
||||
Reference in New Issue
Block a user