diff --git a/.gitignore b/.gitignore index b6d0df1..0d7d2c0 100644 --- a/.gitignore +++ b/.gitignore @@ -145,3 +145,4 @@ cython_debug/ *.swo *.swp .DS_Store +output diff --git a/GrowthViz-adults.ipynb b/GrowthViz-adults.ipynb index cd80298..4ed9007 100644 --- a/GrowthViz-adults.ipynb +++ b/GrowthViz-adults.ipynb @@ -206,52 +206,52 @@ "
\n", "param | HEIGHTCM | height percent | WEIGHTKG | weight percent | total | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
clean_cat |
param | HEIGHTCM | height percent | WEIGHTKG | weight percent | total | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
clean_cat | |||||||||||
Include | \n", - "8605 | \n", - "76.82% | \n", - "12157 | \n", - "81.19% | \n", - "20762 | \n", - "||||||
Exclude-Same-Day-Extraneous | \n", - "1900 | \n", - "16.96% | \n", - "2110 | \n", - "14.09% | \n", - "4010 | \n", + "Include | \n", + "16751 | \n", + "78.25% | \n", + "22693 | \n", + "80.00% | \n", + "39444 | \n", "
Exclude-Same-Day-Identical | \n", - "217 | \n", - "1.94% | \n", - "406 | \n", - "2.71% | \n", - "623 | \n", + "Exclude-Adult-Extraneous-Same-Day | \n", + "3812 | \n", + "17.81% | \n", + "4656 | \n", + "16.41% | \n", + "8468 | \n", "
Exclude-Extraneous-Same-Day | \n", - "89 | \n", - "0.79% | \n", - "93 | \n", - "0.62% | \n", - "182 | \n", + "Exclude-Adult-Identical-Same-Day | \n", + "402 | \n", + "1.88% | \n", + "871 | \n", + "3.07% | \n", + "1273 | \n", "
Exclude-Carried-Forward | \n", - "54 | \n", - "0.48% | \n", - "75 | \n", - "0.50% | \n", - "129 | \n", + "Exclude-Adult-Distinct-3-Or-More | \n", + "220 | \n", + "1.03% | \n", + "0 | \n", + "0.00% | \n", + "220 | \n", "
Exclude-Distinct-3-Or-More | \n", - "125 | \n", - "1.12% | \n", - "0 | \n", - "0.00% | \n", - "125 | \n", + "Exclude-Adult-BIV | \n", + "161 | \n", + "0.75% | \n", + "55 | \n", + "0.19% | \n", + "216 | \n", "
Exclude-BIV | \n", - "68 | \n", - "0.61% | \n", - "40 | \n", - "0.27% | \n", - "108 | \n", + "Exclude-Adult-EWMA-Moderate | \n", + "0 | \n", + "0.00% | \n", + "33 | \n", + "0.12% | \n", + "33 | \n", "
Exclude-Error-Load | \n", - "69 | \n", - "0.62% | \n", - "29 | \n", - "0.19% | \n", - "98 | \n", + "Exclude-Adult-EWMA-Extreme | \n", + "0 | \n", + "0.00% | \n", + "30 | \n", + "0.11% | \n", + "30 | \n", "
Exclude-Distinct-Pairs | \n", - "27 | \n", - "0.24% | \n", - "0 | \n", - "0.00% | \n", - "27 | \n", + "Exclude-Adult-Swapped-Measurements | \n", + "12 | \n", + "0.06% | \n", + "12 | \n", + "0.04% | \n", + "24 | \n", "
Exclude-Unit-Errors | \n", - "17 | \n", - "0.15% | \n", - "8 | \n", - "0.05% | \n", - "25 | \n", + "Exclude-Adult-Distinct-Pairs | \n", + "18 | \n", + "0.08% | \n", + "0 | \n", + "0.00% | \n", + "18 | \n", "
Exclude-Moderate-EWMA | \n", - "0 | \n", - "0.00% | \n", - "23 | \n", - "0.15% | \n", - "23 | \n", + "Exclude-Adult-Hundreds | \n", + "10 | \n", + "0.05% | \n", + "7 | \n", + "0.02% | \n", + "17 | \n", "
Exclude-Extreme-EWMA | \n", - "0 | \n", - "0.00% | \n", - "19 | \n", - "0.13% | \n", - "19 | \n", + "Exclude-Adult-Too-Many-Errors | \n", + "7 | \n", + "0.03% | \n", + "5 | \n", + "0.02% | \n", + "12 | \n", "
Exclude-Min-Height-Change | \n", - "17 | \n", - "0.15% | \n", - "0 | \n", - "0.00% | \n", - "17 | \n", + "Exclude-Adult-Unit-Errors | \n", + "10 | \n", + "0.05% | \n", + "0 | \n", + "0.00% | \n", + "10 | \n", "
Exclude-Swaps | \n", - "7 | \n", - "0.06% | \n", - "5 | \n", - "0.03% | \n", - "12 | \n", + "Exclude-Adult-Transpositions | \n", + "5 | \n", + "0.02% | \n", + "1 | \n", + "0.00% | \n", + "6 | \n", "
Exclude-Transpositions | \n", - "4 | \n", - "0.04% | \n", - "1 | \n", - "0.01% | \n", - "5 | \n", + "Exclude-Adult-EWMA-Extreme-RV | \n", + "0 | \n", + "0.00% | \n", + "2 | \n", + "0.01% | \n", + "2 | \n", "
Exclude-Extreme-EWMA-RV | \n", - "0 | \n", - "0.00% | \n", - "4 | \n", - "0.03% | \n", - "4 | \n", - "||||||
Exclude-Swaps-RV | \n", - "0 | \n", - "0.00% | \n", - "4 | \n", - "0.03% | \n", - "4 | \n", - "||||||
Exclude-SD-Cutoff | \n", - "3 | \n", - "0.03% | \n", - "0 | \n", - "0.00% | \n", - "3 | \n", - "||||||
Exclude-EWMA-Extreme | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "||||||
Exclude-EWMA-9 | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "||||||
Exclude-EWMA-8 | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "||||||
Swapped-Measurements | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", - "0.00% | \n", - "0 | \n", + "Exclude-Adult-Transpositions-RV | \n", + "0 | \n", + "0.00% | \n", + "1 | \n", + "0.00% | \n", + "1 | \n", "
77 rows × 13 columns
\n", "" ], "text/plain": [ - " id subjid param measurement \\\n", - "3930 3931.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3931 3932.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 67.800000 \n", - "3932 3933.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3933 3934.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 70.800000 \n", - "3934 3935.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3935 3936.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 70.800000 \n", - "3936 3937.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.800000 \n", - "3937 3938.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 70.600000 \n", - "3938 3939.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 148.700000 \n", - "3939 3940.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 70.800000 \n", - "3940 3941.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 148.400000 \n", - "3941 3942.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3942 3943.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 70.800000 \n", - "3943 3944.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3944 3945.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 69.500000 \n", - "3945 3946.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3946 3947.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 66.000000 \n", - "3947 3948.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 66.200000 \n", - "3948 3949.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 66.500000 \n", - "3949 3950.0 d88d3987-93ff-0820-286f-754cd971012d HEIGHTCM 152.600000 \n", - "3950 3951.0 d88d3987-93ff-0820-286f-754cd971012d WEIGHTKG 67.300000 \n", - "1864 3931.0 d88d3987-93ff-0820-286f-754cd971012d BMI 29.115257 \n", - "1865 3933.0 d88d3987-93ff-0820-286f-754cd971012d BMI 30.403543 \n", - "1866 3935.0 d88d3987-93ff-0820-286f-754cd971012d BMI 30.403543 \n", - "1867 3935.0 d88d3987-93ff-0820-286f-754cd971012d BMI 30.317657 \n", - "1868 3937.0 d88d3987-93ff-0820-286f-754cd971012d BMI 30.324004 \n", - "1869 3937.0 d88d3987-93ff-0820-286f-754cd971012d BMI 30.238343 \n", - "1870 3939.0 d88d3987-93ff-0820-286f-754cd971012d BMI 32.019262 \n", - "1871 3941.0 d88d3987-93ff-0820-286f-754cd971012d BMI 32.148851 \n", - "1872 3942.0 d88d3987-93ff-0820-286f-754cd971012d BMI 30.403543 \n", - "1873 3944.0 d88d3987-93ff-0820-286f-754cd971012d BMI 29.845285 \n", - "1874 3946.0 d88d3987-93ff-0820-286f-754cd971012d BMI 28.342285 \n", - "1875 3946.0 d88d3987-93ff-0820-286f-754cd971012d BMI 28.428171 \n", - "1876 3950.0 d88d3987-93ff-0820-286f-754cd971012d BMI 28.900543 \n", - "14624 NaN d88d3987-93ff-0820-286f-754cd971012d BMI NaN \n", + " id subjid param measurement age sex \\\n", + "45164 70788.0 2868 HEIGHTCM 164.6 50.020534 1 \n", + "45165 70789.0 2868 WEIGHTKG 82.2 50.020534 1 \n", + "45166 70790.0 2868 WEIGHTKG 82.1 50.020534 1 \n", + "45167 70791.0 2868 HEIGHTCM 164.6 50.940452 1 \n", + "45168 70792.0 2868 WEIGHTKG 82.2 50.940452 1 \n", + "... ... ... ... ... ... ... \n", + "33171 NaN 2868 BMI NaN 58.220397 1 \n", + "33172 NaN 2868 BMI NaN 58.223135 1 \n", + "33173 NaN 2868 BMI NaN 58.225873 1 \n", + "33174 NaN 2868 BMI NaN 58.228611 1 \n", + "33175 NaN 2868 BMI NaN 58.231348 1 \n", "\n", - " age sex clean_value \\\n", - "3930 34.211633 1 Include \n", - "3931 34.211633 1 Include \n", - "3932 37.220531 1 Include \n", - "3933 37.220531 1 Include \n", - "3934 38.236274 1 Include \n", - "3935 38.236274 1 Include \n", - "3936 38.236274 1 Exclude-Same-Day-Extraneous \n", - "3937 38.236274 1 Exclude-Same-Day-Extraneous \n", - "3938 39.252016 1 Include \n", - "3939 39.252016 1 Include \n", - "3940 39.252016 1 Exclude-Same-Day-Extraneous \n", - "3941 40.267759 1 Include \n", - "3942 40.267759 1 Include \n", - "3943 41.283502 1 Include \n", - "3944 41.283502 1 Include \n", - "3945 42.299244 1 Include \n", - "3946 42.299244 1 Include \n", - "3947 42.299244 1 Exclude-Same-Day-Extraneous \n", - "3948 42.723611 1 Include \n", - "3949 43.314987 1 Include \n", - "3950 43.314987 1 Include \n", - "1864 34.211633 1 Include \n", - "1865 37.220531 1 Include \n", - "1866 38.236274 1 Include \n", - "1867 38.236274 1 Only Wt or Ht \n", - "1868 38.236274 1 Only Wt or Ht \n", - "1869 38.236274 1 Only Wt or Ht \n", - "1870 39.252016 1 Include \n", - "1871 39.252016 1 Only Wt or Ht \n", - "1872 40.267759 1 Include \n", - "1873 41.283502 1 Include \n", - "1874 42.299244 1 Include \n", - "1875 42.299244 1 Only Wt or Ht \n", - "1876 43.314987 1 Include \n", - "14624 42.723611 1 Only Wt or Ht \n", + " clean_value clean_cat \\\n", + "45164 Include Include \n", + "45165 Include Include \n", + "45166 Exclude-Adult-Extraneous-Same-Day Exclude-Adult-Extraneous-Same-Day \n", + "45167 Include Include \n", + "45168 Include Include \n", + "... ... ... \n", + "33171 Only Wt or Ht Only Wt or Ht \n", + "33172 Only Wt or Ht Only Wt or Ht \n", + "33173 Only Wt or Ht Only Wt or Ht \n", + "33174 Only Wt or Ht Only Wt or Ht \n", + "33175 Only Wt or Ht Only Wt or Ht \n", "\n", - " clean_cat include rounded_age \\\n", - "3930 Include True NaN \n", - "3931 Include True NaN \n", - "3932 Include True NaN \n", - "3933 Include True NaN \n", - "3934 Include True NaN \n", - "3935 Include True NaN \n", - "3936 Exclude-Same-Day-Extraneous False NaN \n", - "3937 Exclude-Same-Day-Extraneous False NaN \n", - "3938 Include True NaN \n", - "3939 Include True NaN \n", - "3940 Exclude-Same-Day-Extraneous False NaN \n", - "3941 Include True NaN \n", - "3942 Include True NaN \n", - "3943 Include True NaN \n", - "3944 Include True NaN \n", - "3945 Include True NaN \n", - "3946 Include True NaN \n", - "3947 Exclude-Same-Day-Extraneous False NaN \n", - "3948 Include True NaN \n", - "3949 Include True NaN \n", - "3950 Include True NaN \n", - "1864 Include NaN 34.0 \n", - "1865 Include NaN 37.0 \n", - "1866 Include NaN 38.0 \n", - "1867 Only Wt or Ht NaN 38.0 \n", - "1868 Only Wt or Ht NaN 38.0 \n", - "1869 Only Wt or Ht NaN 38.0 \n", - "1870 Include NaN 39.0 \n", - "1871 Only Wt or Ht NaN 39.0 \n", - "1872 Include NaN 40.0 \n", - "1873 Include NaN 41.0 \n", - "1874 Include NaN 42.0 \n", - "1875 Only Wt or Ht NaN 42.0 \n", - "1876 Include NaN 43.0 \n", - "14624 Only Wt or Ht NaN 43.0 \n", + " include rounded_age weight_cat height_cat include_both \n", + "45164 True NaN NaN NaN NaN \n", + "45165 True NaN NaN NaN NaN \n", + "45166 False NaN NaN NaN NaN \n", + "45167 True NaN NaN NaN NaN \n", + "45168 True NaN NaN NaN NaN \n", + "... ... ... ... ... ... \n", + "33171 NaN 58.0 Include NaN False \n", + "33172 NaN 58.0 Include NaN False \n", + "33173 NaN 58.0 Include NaN False \n", + "33174 NaN 58.0 Include NaN False \n", + "33175 NaN 58.0 Include NaN False \n", "\n", - " weight_cat height_cat include_both \n", - "3930 NaN NaN NaN \n", - "3931 NaN NaN NaN \n", - "3932 NaN NaN NaN \n", - "3933 NaN NaN NaN \n", - "3934 NaN NaN NaN \n", - "3935 NaN NaN NaN \n", - "3936 NaN NaN NaN \n", - "3937 NaN NaN NaN \n", - "3938 NaN NaN NaN \n", - "3939 NaN NaN NaN \n", - "3940 NaN NaN NaN \n", - "3941 NaN NaN NaN \n", - "3942 NaN NaN NaN \n", - "3943 NaN NaN NaN \n", - "3944 NaN NaN NaN \n", - "3945 NaN NaN NaN \n", - "3946 NaN NaN NaN \n", - "3947 NaN NaN NaN \n", - "3948 NaN NaN NaN \n", - "3949 NaN NaN NaN \n", - "3950 NaN NaN NaN \n", - "1864 Include Include True \n", - "1865 Include Include True \n", - "1866 Include Include True \n", - "1867 Exclude-Same-Day-Extraneous Include False \n", - "1868 Include Exclude-Same-Day-Extraneous False \n", - "1869 Exclude-Same-Day-Extraneous Exclude-Same-Day-Extraneous False \n", - "1870 Include Include True \n", - "1871 Include Exclude-Same-Day-Extraneous False \n", - "1872 Include Include True \n", - "1873 Include Include True \n", - "1874 Include Include True \n", - "1875 Exclude-Same-Day-Extraneous Include False \n", - "1876 Include Include True \n", - "14624 Include NaN False " + "[77 rows x 13 columns]" ] }, "execution_count": 22, @@ -2379,7 +1804,7 @@ } ], "source": [ - "obs_wbmi[obs_wbmi['subjid'] == 'd88d3987-93ff-0820-286f-754cd971012d'] # b5a84a9d-dd7c-95cb-5fd9-3c581a72c812, 867a461b-7cb8-76aa-9891-42369a9899e8 is an example with the underweight line" + "obs_wbmi[obs_wbmi['subjid'] == 2868]" ] }, { @@ -2389,73 +1814,31 @@ "outputs": [ { "data": { - "text/plain": [ - "\n", - " | id | \n", - "subjid | \n", - "age | \n", - "sex | \n", - "height_cat | \n", - "include_height | \n", - "height | \n", - "weight_cat | \n", - "include_weight | \n", - "weight | \n", - "bmi | \n", - "rounded_age | \n", - "include_both | \n", - "postprocess_height_cat | \n", - "postprocess_weight_cat | \n", - "|||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
557 | \n", - "1161.0 | \n", - "a74eb05b-c7d9-b905-f594-6b7d7d3a4234 | \n", - "37.220304 | \n", - "1 | \n", - "Exclude-Unit-Errors | \n", + "176.6 | \n", + "Exclude-Adult-Swapped-Measurements | \n", "False | \n", - "62.2 | \n", - "Include | \n", - "True | \n", - "73.4 | \n", - "189.720950 | \n", - "37.0 | \n", + "90.0 | \n", + "28.857660 | \n", + "57.0 | \n", "False | \n", - "Exclude-Unit-Errors | \n", - "Include | \n", + "Include-Fixed-Swap | \n", + "Include-Fixed-Swap | \n", "||||||
558 | \n", - "1161.0 | \n", - "a74eb05b-c7d9-b905-f594-6b7d7d3a4234 | \n", - "37.220304 | \n", + "6719 | \n", + "18489.0 | \n", + "1505 | \n", + "56.919918 | \n", "1 | \n", - "Exclude-Unit-Errors | \n", + "Exclude-Adult-Distinct-3-Or-More | \n", "False | \n", - "62.2 | \n", - "Exclude-Same-Day-Extraneous | \n", + "89.9 | \n", + "Exclude-Adult-Swapped-Measurements | \n", "False | \n", - "73.2 | \n", - "189.203999 | \n", - "37.0 | \n", + "176.6 | \n", + "218.509999 | \n", + "57.0 | \n", "False | \n", - "Exclude-Unit-Errors | \n", - "Exclude-Same-Day-Extraneous | \n", + "Exclude-Adult-Distinct-3-Or-More | \n", + "Exclude-Adult-Swapped-Measurements | \n", "|
2071 | \n", - "4313.0 | \n", - "4c4510fa-3012-1c61-7e95-3916baf264a6 | \n", - "44.655900 | \n", - "0 | \n", - "Exclude-Unit-Errors | \n", - "False | \n", - "66.9 | \n", - "Include | \n", - "True | \n", - "83.6 | \n", - "186.790181 | \n", - "45.0 | \n", - "False | \n", - "Exclude-Unit-Errors | \n", - "Include | \n", - "|||||||||||||
2290 | \n", - "4769.0 | \n", - "9c4461f5-9711-c09f-0785-0ad179f563eb | \n", - "56.098498 | \n", - "0 | \n", - "Exclude-Unit-Errors | \n", - "False | \n", - "71.3 | \n", - "Include | \n", - "True | \n", - "91.7 | \n", - "180.380786 | \n", - "56.0 | \n", - "False | \n", - "Exclude-Unit-Errors | \n", - "Include | \n", - "|||||||||||||
3110 | \n", - "6386.0 | \n", - "38b63537-0d9a-224f-dbac-4ae735c7f3df | \n", - "63.207275 | \n", + "6720 | \n", + "18490.0 | \n", + "1505 | \n", + "56.919918 | \n", "1 | \n", - "Exclude-Unit-Errors | \n", + "Exclude-Adult-Extraneous-Same-Day | \n", "False | \n", - "62.9 | \n", - "Include | \n", - "True | \n", - "69.8 | \n", - "176.422565 | \n", - "63.0 | \n", + "89.6 | \n", + "Exclude-Adult-Swapped-Measurements | \n", "False | \n", - "Exclude-Unit-Errors | \n", - "Include | \n", + "176.6 | \n", + "219.975686 | \n", + "57.0 | \n", + "False | \n", + "Exclude-Adult-Extraneous-Same-Day | \n", + "Exclude-Adult-Swapped-Measurements | \n", "
param | HEIGHTCM | height percent | WEIGHTKG | weight percent | total | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
clean_cat |
param | HEIGHTCM | height percent | WEIGHTKG | weight percent | total | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
clean_cat | |||||||||||
Include | \n", - "19191 | \n", - "68.24% | \n", - "19685 | \n", - "68.87% | \n", - "38876 | \n", + "Include | \n", + "7157 | \n", + "68.21% | \n", + "7879 | \n", + "66.96% | \n", + "15036 | \n", "
Exclude-Extraneous-Same-Day | \n", - "4970 | \n", - "17.67% | \n", - "5576 | \n", - "19.51% | \n", - "10546 | \n", + "Exclude-Extraneous-Same-Day | \n", + "1814 | \n", + "17.29% | \n", + "2108 | \n", + "17.92% | \n", + "3922 | \n", "
Exclude-Carried-Forward | \n", - "3533 | \n", - "12.56% | \n", - "3161 | \n", - "11.06% | \n", - "6694 | \n", + "Exclude-Carried-Forward | \n", + "1354 | \n", + "12.91% | \n", + "1727 | \n", + "14.68% | \n", + "3081 | \n", "
Exclude-SD-Cutoff | \n", - "116 | \n", - "0.41% | \n", - "52 | \n", - "0.18% | \n", - "168 | \n", + "Exclude-Min-Height-Change | \n", + "65 | \n", + "0.62% | \n", + "0 | \n", + "0.00% | \n", + "65 | \n", "
Exclude-EWMA-8 | \n", - "119 | \n", - "0.42% | \n", - "16 | \n", - "0.06% | \n", - "135 | \n", + "Exclude-SD-Cutoff | \n", + "46 | \n", + "0.44% | \n", + "15 | \n", + "0.13% | \n", + "61 | \n", "
Exclude-EWMA-Extreme | \n", - "30 | \n", - "0.11% | \n", - "64 | \n", - "0.22% | \n", - "94 | \n", + "Exclude-EWMA-Extreme | \n", + "24 | \n", + "0.23% | \n", + "24 | \n", + "0.20% | \n", + "48 | \n", "
Exclude-EWMA-9 | \n", - "79 | \n", - "0.28% | \n", - "14 | \n", - "0.05% | \n", - "93 | \n", + "Exclude-EWMA-8 | \n", + "17 | \n", + "0.16% | \n", + "6 | \n", + "0.05% | \n", + "23 | \n", "
Exclude-Min-Height-Change | \n", - "65 | \n", - "0.23% | \n", - "0 | \n", - "0.00% | \n", - "65 | \n", + "Exclude-EWMA-9 | \n", + "5 | \n", + "0.05% | \n", + "3 | \n", + "0.03% | \n", + "8 | \n", "
Swapped-Measurements | \n", - "8 | \n", - "0.03% | \n", - "8 | \n", - "0.03% | \n", - "16 | \n", + "Swapped-Measurements | \n", + "3 | \n", + "0.03% | \n", + "3 | \n", + "0.03% | \n", + "6 | \n", "
Exclude-EWMA-11 | \n", - "3 | \n", - "0.01% | \n", - "3 | \n", - "0.01% | \n", - "6 | \n", + "Exclude-Max-Height-Change | \n", + "3 | \n", + "0.03% | \n", + "0 | \n", + "0.00% | \n", + "3 | \n", "
Exclude-Too-Many-Errors | \n", - "6 | \n", - "0.02% | \n", - "0 | \n", - "0.00% | \n", - "6 | \n", + "Exclude-Too-Many-Errors | \n", + "3 | \n", + "0.03% | \n", + "0 | \n", + "0.00% | \n", + "3 | \n", "
Exclude-EWMA-12 | \n", - "1 | \n", - "0.00% | \n", - "1 | \n", - "0.00% | \n", - "2 | \n", + "Exclude-EWMA-11 | \n", + "1 | \n", + "0.01% | \n", + "1 | \n", + "0.01% | \n", + "2 | \n", "
Exclude-Pair-Delta-18 | \n", - "1 | \n", - "0.00% | \n", - "1 | \n", - "0.00% | \n", - "2 | \n", + "Missing | \n", + "0 | \n", + "0.00% | \n", + "0 | \n", + "0.00% | \n", + "0 | \n", "
run_name | default | unit errors | diff | ||||||
---|---|---|---|---|---|---|---|---|---|
clean_value |
run_name | default | unit errors | diff | ||||
---|---|---|---|---|---|---|---|
clean_value | |||||||
Unit-Error-High | \n", - "0 | \n", - "22 | \n", - "22 | \n", + "Unit-Error-High | \n", + "0 | \n", + "22 | \n", + "22 | \n", "
Unit-Error-Low | \n", - "0 | \n", - "8 | \n", - "8 | \n", + "Unit-Error-Low | \n", + "0 | \n", + "8 | \n", + "8 | \n", "
Exclude-EWMA-8 | \n", - "135 | \n", - "134 | \n", - "-1 | \n", + "Exclude-EWMA-8 | \n", + "135 | \n", + "134 | \n", + "-1 | \n", "
Include | \n", - "38875 | \n", - "38874 | \n", - "-1 | \n", + "Include | \n", + "38875 | \n", + "38874 | \n", + "-1 | \n", "
Exclude-Duplicate | \n", - "10546 | \n", - "10542 | \n", - "-4 | \n", + "Exclude-Duplicate | \n", + "10546 | \n", + "10542 | \n", + "-4 | \n", "
Exclude-EWMA-Extreme | \n", - "95 | \n", - "71 | \n", - "-24 | \n", + "Exclude-EWMA-Extreme | \n", + "95 | \n", + "71 | \n", + "-24 | \n", "
Exclude-Carried-Forward | \n", - "6694 | \n", - "6694 | \n", - "0 | \n", + "Exclude-Carried-Forward | \n", + "6694 | \n", + "6694 | \n", + "0 | \n", "
Exclude-EWMA-11 | \n", - "5 | \n", - "5 | \n", - "0 | \n", + "Exclude-EWMA-11 | \n", + "5 | \n", + "5 | \n", + "0 | \n", "
Exclude-EWMA-12 | \n", - "2 | \n", - "2 | \n", - "0 | \n", + "Exclude-EWMA-12 | \n", + "2 | \n", + "2 | \n", + "0 | \n", "
Exclude-EWMA-9 | \n", - "93 | \n", - "93 | \n", - "0 | \n", + "Exclude-EWMA-9 | \n", + "93 | \n", + "93 | \n", + "0 | \n", "
Exclude-Max-Height-Change | \n", - "1 | \n", - "1 | \n", - "0 | \n", + "Exclude-Max-Height-Change | \n", + "1 | \n", + "1 | \n", + "0 | \n", "
Exclude-Min-Height-Change | \n", - "65 | \n", - "65 | \n", - "0 | \n", + "Exclude-Min-Height-Change | \n", + "65 | \n", + "65 | \n", + "0 | \n", "
Exclude-Pair-Delta-18 | \n", - "2 | \n", - "2 | \n", - "0 | \n", + "Exclude-Pair-Delta-18 | \n", + "2 | \n", + "2 | \n", + "0 | \n", "
Exclude-SD-Cutoff | \n", - "168 | \n", - "168 | \n", - "0 | \n", + "Exclude-SD-Cutoff | \n", + "168 | \n", + "168 | \n", + "0 | \n", "
Exclude-Too-Many-Errors | \n", - "6 | \n", - "6 | \n", - "0 | \n", + "Exclude-Too-Many-Errors | \n", + "6 | \n", + "6 | \n", + "0 | \n", "
Swapped-Measurements | \n", - "16 | \n", - "16 | \n", - "0 | \n", + "Swapped-Measurements | \n", + "16 | \n", + "16 | \n", + "0 | \n", "
run_name | default | unit errors | diff | population percent change | |||||
---|---|---|---|---|---|---|---|---|---|
clean_value |
run_name | default | unit errors | diff | population percent change | |||||
---|---|---|---|---|---|---|---|---|---|
clean_value | |||||||||
Unit-Error-High | \n", - "0 | \n", - "22 | \n", - "22 | \n", - "0.29% | \n", + "Unit-Error-High | \n", + "0 | \n", + "22 | \n", + "22 | \n", + "0.29% | \n", "
Unit-Error-Low | \n", - "0 | \n", - "8 | \n", - "8 | \n", - "0.10% | \n", + "Unit-Error-Low | \n", + "0 | \n", + "8 | \n", + "8 | \n", + "0.10% | \n", "
Exclude-EWMA-8 | \n", - "132 | \n", - "131 | \n", - "-1 | \n", - "-0.01% | \n", + "Exclude-EWMA-8 | \n", + "132 | \n", + "131 | \n", + "-1 | \n", + "-0.01% | \n", "
Exclude-EWMA-Extreme | \n", - "91 | \n", - "67 | \n", - "-24 | \n", - "-0.31% | \n", + "Exclude-EWMA-Extreme | \n", + "91 | \n", + "67 | \n", + "-24 | \n", + "-0.31% | \n", "
Exclude-Carried-Forward | \n", - "2225 | \n", - "2225 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-Carried-Forward | \n", + "2225 | \n", + "2225 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-Duplicate | \n", - "2393 | \n", - "2393 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-Duplicate | \n", + "2393 | \n", + "2393 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-EWMA-11 | \n", - "5 | \n", - "5 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-EWMA-11 | \n", + "5 | \n", + "5 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-EWMA-12 | \n", - "2 | \n", - "2 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-EWMA-12 | \n", + "2 | \n", + "2 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-EWMA-9 | \n", - "93 | \n", - "93 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-EWMA-9 | \n", + "93 | \n", + "93 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-Max-Height-Change | \n", - "1 | \n", - "1 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-Max-Height-Change | \n", + "1 | \n", + "1 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-Min-Height-Change | \n", - "63 | \n", - "63 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-Min-Height-Change | \n", + "63 | \n", + "63 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-Pair-Delta-18 | \n", - "2 | \n", - "2 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-Pair-Delta-18 | \n", + "2 | \n", + "2 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-SD-Cutoff | \n", - "159 | \n", - "159 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-SD-Cutoff | \n", + "159 | \n", + "159 | \n", + "0 | \n", + "0.00% | \n", "
Exclude-Too-Many-Errors | \n", - "2 | \n", - "2 | \n", - "0 | \n", - "0.00% | \n", + "Exclude-Too-Many-Errors | \n", + "2 | \n", + "2 | \n", + "0 | \n", + "0.00% | \n", "
Include | \n", - "2500 | \n", - "2500 | \n", - "0 | \n", - "0.00% | \n", + "Include | \n", + "2500 | \n", + "2500 | \n", + "0 | \n", + "0.00% | \n", "
Swapped-Measurements | \n", - "8 | \n", - "8 | \n", - "0 | \n", - "0.00% | \n", + "Swapped-Measurements | \n", + "8 | \n", + "8 | \n", + "0 | \n", + "0.00% | \n", "
run_name | default | unit errors | diff | ||||
---|---|---|---|---|---|---|---|
clean_value |
run_name | default | unit errors | diff | ||||
---|---|---|---|---|---|---|---|
clean_value | |||||||
Unit-Error-High | \n", - "0.00% | \n", - "0.88% | \n", - "0.88% | \n", + "Unit-Error-High | \n", + "0.00% | \n", + "0.88% | \n", + "0.88% | \n", "
Unit-Error-Low | \n", - "0.00% | \n", - "0.32% | \n", - "0.32% | \n", + "Unit-Error-Low | \n", + "0.00% | \n", + "0.32% | \n", + "0.32% | \n", "
Exclude-EWMA-8 | \n", - "5.28% | \n", - "5.24% | \n", - "-0.04% | \n", + "Exclude-EWMA-8 | \n", + "5.28% | \n", + "5.24% | \n", + "-0.04% | \n", "
Exclude-EWMA-Extreme | \n", - "3.64% | \n", - "2.68% | \n", - "-0.96% | \n", + "Exclude-EWMA-Extreme | \n", + "3.64% | \n", + "2.68% | \n", + "-0.96% | \n", "
Exclude-Carried-Forward | \n", - "89.00% | \n", - "89.00% | \n", - "0.00% | \n", + "Exclude-Carried-Forward | \n", + "89.00% | \n", + "89.00% | \n", + "0.00% | \n", "
Exclude-Duplicate | \n", - "95.72% | \n", - "95.72% | \n", - "0.00% | \n", + "Exclude-Duplicate | \n", + "95.72% | \n", + "95.72% | \n", + "0.00% | \n", "
Exclude-EWMA-11 | \n", - "0.20% | \n", - "0.20% | \n", - "0.00% | \n", + "Exclude-EWMA-11 | \n", + "0.20% | \n", + "0.20% | \n", + "0.00% | \n", "
Exclude-EWMA-12 | \n", - "0.08% | \n", - "0.08% | \n", - "0.00% | \n", + "Exclude-EWMA-12 | \n", + "0.08% | \n", + "0.08% | \n", + "0.00% | \n", "
Exclude-EWMA-9 | \n", - "3.72% | \n", - "3.72% | \n", - "0.00% | \n", + "Exclude-EWMA-9 | \n", + "3.72% | \n", + "3.72% | \n", + "0.00% | \n", "
Exclude-Max-Height-Change | \n", - "0.04% | \n", - "0.04% | \n", - "0.00% | \n", + "Exclude-Max-Height-Change | \n", + "0.04% | \n", + "0.04% | \n", + "0.00% | \n", "
Exclude-Min-Height-Change | \n", - "2.52% | \n", - "2.52% | \n", - "0.00% | \n", + "Exclude-Min-Height-Change | \n", + "2.52% | \n", + "2.52% | \n", + "0.00% | \n", "
Exclude-Pair-Delta-18 | \n", - "0.08% | \n", - "0.08% | \n", - "0.00% | \n", + "Exclude-Pair-Delta-18 | \n", + "0.08% | \n", + "0.08% | \n", + "0.00% | \n", "
Exclude-SD-Cutoff | \n", - "6.36% | \n", - "6.36% | \n", - "0.00% | \n", + "Exclude-SD-Cutoff | \n", + "6.36% | \n", + "6.36% | \n", + "0.00% | \n", "
Exclude-Too-Many-Errors | \n", - "0.08% | \n", - "0.08% | \n", - "0.00% | \n", + "Exclude-Too-Many-Errors | \n", + "0.08% | \n", + "0.08% | \n", + "0.00% | \n", "
Include | \n", - "100.00% | \n", - "100.00% | \n", - "0.00% | \n", + "Include | \n", + "100.00% | \n", + "100.00% | \n", + "0.00% | \n", "
Swapped-Measurements | \n", - "0.32% | \n", - "0.32% | \n", - "0.00% | \n", + "Swapped-Measurements | \n", + "0.32% | \n", + "0.32% | \n", + "0.00% | \n", "