From a498d766f20022f51cece5fd33e9fb4bd56dee2c Mon Sep 17 00:00:00 2001 From: cristinamullin <46969696+cristinamullin@users.noreply.github.com> Date: Tue, 16 Jan 2024 15:34:51 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20USEPA/TA?= =?UTF-8?q?DA@81910b036608070431a6ac6c7b49b1db92a1a3cc=20=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- articles/CONTRIBUTING.html | 2 +- articles/TADAModule1.html | 844 ++++++++---------- .../TADA_FieldValuesTable_Pie_char-1.png | Bin 64617 -> 64768 bytes .../plotly.js | 0 articles/TADATrainingShepherdstown.html | 2 +- articles/WQXValidationService.html | 2 +- pkgdown.yml | 2 +- reference/TADA_Boxplot.html | 30 +- reference/TADA_ConvertResultUnits.html | 52 +- reference/TADA_Histogram.html | 18 +- reference/TADA_OverviewMap.html | 4 +- reference/TADA_Scatterplot.html | 18 +- .../TADA_TwoCharacteristicScatterplot.html | 10 +- .../plotly.js | 0 search.json | 2 +- 15 files changed, 467 insertions(+), 519 deletions(-) rename articles/TADAModule1_files/{plotly-binding-4.10.3 => plotly-binding-4.10.4}/plotly.js (100%) rename reference/libs/{plotly-binding-4.10.3 => plotly-binding-4.10.4}/plotly.js (100%) diff --git a/articles/CONTRIBUTING.html b/articles/CONTRIBUTING.html index c1b42256..ce4b68e1 100644 --- a/articles/CONTRIBUTING.html +++ b/articles/CONTRIBUTING.html @@ -73,7 +73,7 @@

Contributing

-

2024-01-10

+

2024-01-16

Source: vignettes/CONTRIBUTING.Rmd
CONTRIBUTING.Rmd
diff --git a/articles/TADAModule1.html b/articles/TADAModule1.html index 5da4ae5d..aff0cce1 100644 --- a/articles/TADAModule1.html +++ b/articles/TADAModule1.html @@ -73,14 +73,14 @@ - +

TADA Module 1: Water Quality Portal Data Discovery and Cleaning

TADA Team

-

2024-01-10

+

2024-01-16

Source: vignettes/TADAModule1.Rmd
TADAModule1.Rmd
@@ -502,8 +502,8 @@

Invalid coordinates
 TADA_OverviewMap(TADAProfile)

-
-

The TADA TADA_FlagCoordinates function identifies +

+

The TADA TADA_FlagCoordinates function identifies and flags potentially invalid coordinate data. While its functionality is showcased here, it is always important to review any invalid outputs before cleaning to reduce the risk of leaving out usable data/sites.

@@ -2952,7 +2952,7 @@

Total Nitrogen and Tot #> [1] "Aggregation results:" #> #> No aggregation needed Selected as max aggregate value -#> 20167 1714

+#> 20163 1716

Parameter Level Filtering @@ -2966,109 +2966,106 @@

Parameter Level Filtering 
 TADA_FieldValuesTable(TADAProfileClean6, field = "TADA.CharacteristicName")
-#>                                               Value Count
-#> 1                                                PH  3580
-#> 2                                       TEMPERATURE  3560
-#> 3                             DISSOLVED OXYGEN (DO)  3375
-#> 4                                      CONDUCTIVITY  2777
-#> 5                     TOTAL PHOSPHORUS, MIXED FORMS  1204
-#> 6                                         TURBIDITY  1161
-#> 7                       DISSOLVED OXYGEN SATURATION   727
-#> 8                            TOTAL DISSOLVED SOLIDS   724
-#> 9                              SPECIFIC CONDUCTANCE   690
-#> 10                                ALKALINITY, TOTAL   657
-#> 11                      TOTAL NITROGEN, MIXED FORMS   597
-#> 12                                             FLOW   530
-#> 13                                            DEPTH   481
-#> 14                              BAROMETRIC PRESSURE   391
-#> 15        TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)   387
-#> 16                                         SALINITY   379
-#> 17                         DEPTH, SECCHI DISK DEPTH   331
-#> 18                                     STREAM STAGE   318
-#> 19                                          NITRATE   247
-#> 20          CHLOROPHYLL A, CORRECTED FOR PHEOPHYTIN   236
-#> 21                                         CHLORIDE   227
-#> 22                                   ORTHOPHOSPHATE   216
-#> 23              TRANSPARENCY, SECCHI TUBE WITH DISK   212
-#> 24                                 ESCHERICHIA COLI   192
-#> 25                                          AMMONIA   178
-#> 26                                NITRATE + NITRITE   159
-#> 27                           TOTAL SUSPENDED SOLIDS   148
-#> 28                                 AMMONIA-NITROGEN   133
-#> 29          CONDITION CLASS (DISSOLVED OXYGEN (DO))   130
-#> 30  SPECIFIC CONDUCTANCE, CALCULATED/MEASURED RATIO   130
-#> 31                                          SULFATE   125
-#> 32                              TEMPERATURE, SAMPLE   124
-#> 33                                          NITRITE   119
-#> 34                                 HARDNESS, CA, MG   106
-#> 35                                       TRUE COLOR   106
-#> 36                          DISSOLVED OXYGEN UPTAKE    85
-#> 37                                           COPPER    60
-#> 38                                   APPARENT COLOR    57
-#> 39                                         CHROMIUM    54
-#> 40                                  TURBIDITY FIELD    54
-#> 41                                          MERCURY    52
-#> 42                                     PHEOPHYTIN A    52
-#> 43                                    CHLOROPHYLL A    49
-#> 44                                         SELENIUM    43
-#> 45                                          ARSENIC    41
-#> 46                        VOLATILE SUSPENDED SOLIDS    38
-#> 47                                          CADMIUM    37
-#> 48                                             LEAD    37
-#> 49                                           NICKEL    37
-#> 50                                             ZINC    37
-#> 51                              HARDNESS, CARBONATE    35
-#> 52                                DEPTH, SNOW COVER    33
-#> 53                                             IRON    29
-#> 54                                    ICE THICKNESS    28
-#> 55   BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS    23
-#> 56                           CHEMICAL OXYGEN DEMAND    23
-#> 57                                         FLUORIDE    23
-#> 58                                          SILICON    23
-#> 59                                   TOTAL HARDNESS    23
-#> 60                                        MANGANESE    22
-#> 61                                            COUNT    20
-#> 62                                         AMMONIUM    17
-#> 63                                   ALPHA PARTICLE    12
-#> 64                                       RADIUM-226    10
-#> 65                                       RADIUM-228    10
-#> 66                                          TRITIUM    10
-#> 67                                       PERIPHYTON     7
-#> 68                               .ALPHA.-ENDOSULFAN     6
-#> 69                                .BETA.-ENDOSULFAN     6
-#> 70                                           ALDRIN     6
-#> 71                                         ALUMINUM     6
-#> 72                BENZENE HEXACHLORIDE, ALPHA (BHC)     6
-#> 73                                        BERYLLIUM     6
-#> 74   BHC, .BETA.-BHC & .GAMMA.-BHC MIX, UNSPECIFIED     6
-#> 75                                            BORON     6
-#> 76                                          CALCIUM     6
-#> 77                                        CHLORDANE     6
-#> 78                                           COBALT     6
-#> 79                                         DIELDRIN     6
-#> 80                               ENDOSULFAN SULFATE     6
-#> 81                                           ENDRIN     6
-#> 82                                  ENDRIN ALDEHYDE     6
-#> 83                                       HEPTACHLOR     6
-#> 84                               HEPTACHLOR EPOXIDE     6
-#> 85                                        MAGNESIUM     6
-#> 86                                     METHOXYCHLOR     6
-#> 87                                       MOLYBDENUM     6
-#> 88                                         P,P'-DDD     6
-#> 89                                         P,P'-DDE     6
-#> 90                                         P,P'-DDT     6
-#> 91                                        POTASSIUM     6
-#> 92                                           SILVER     6
-#> 93                                           SODIUM     6
-#> 94                                         THALLIUM     6
-#> 95                                        TOXAPHENE     6
-#> 96                                          URANIUM     6
-#> 97                                         VANADIUM     6
-#> 98                                   ORGANIC CARBON     4
-#> 99                                           BARIUM     3
-#> 100                               KJELDAHL NITROGEN     3
-#> 101                                        NITROGEN     2
-#> 102                                      PHOSPHORUS     1
+#> Value Count +#> 1 PH 3580 +#> 2 TEMPERATURE 3560 +#> 3 DISSOLVED OXYGEN (DO) 3375 +#> 4 CONDUCTIVITY 2777 +#> 5 TOTAL PHOSPHORUS, MIXED FORMS 1190 +#> 6 TURBIDITY 1161 +#> 7 DISSOLVED OXYGEN SATURATION 727 +#> 8 TOTAL DISSOLVED SOLIDS 724 +#> 9 SPECIFIC CONDUCTANCE 690 +#> 10 ALKALINITY, TOTAL 657 +#> 11 TOTAL NITROGEN, MIXED FORMS 599 +#> 12 FLOW 530 +#> 13 DEPTH 481 +#> 14 BAROMETRIC PRESSURE 391 +#> 15 TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3) 389 +#> 16 SALINITY 379 +#> 17 DEPTH, SECCHI DISK DEPTH 331 +#> 18 STREAM STAGE 318 +#> 19 AMMONIA 311 +#> 20 NITRATE 247 +#> 21 CHLOROPHYLL A, CORRECTED FOR PHEOPHYTIN 236 +#> 22 CHLORIDE 227 +#> 23 ORTHOPHOSPHATE 216 +#> 24 TRANSPARENCY, SECCHI TUBE WITH DISK 212 +#> 25 ESCHERICHIA COLI 192 +#> 26 NITRATE + NITRITE 159 +#> 27 TOTAL SUSPENDED SOLIDS 148 +#> 28 CONDITION CLASS (DISSOLVED OXYGEN (DO)) 130 +#> 29 SPECIFIC CONDUCTANCE, CALCULATED/MEASURED RATIO 130 +#> 30 SULFATE 125 +#> 31 TEMPERATURE, SAMPLE 124 +#> 32 NITRITE 119 +#> 33 HARDNESS, CA, MG 106 +#> 34 TRUE COLOR 106 +#> 35 DISSOLVED OXYGEN UPTAKE 85 +#> 36 COPPER 60 +#> 37 APPARENT COLOR 57 +#> 38 CHROMIUM 54 +#> 39 TURBIDITY FIELD 54 +#> 40 MERCURY 52 +#> 41 PHEOPHYTIN A 52 +#> 42 CHLOROPHYLL A 49 +#> 43 SELENIUM 43 +#> 44 ARSENIC 41 +#> 45 VOLATILE SUSPENDED SOLIDS 38 +#> 46 CADMIUM 37 +#> 47 LEAD 37 +#> 48 NICKEL 37 +#> 49 ZINC 37 +#> 50 HARDNESS, CARBONATE 35 +#> 51 DEPTH, SNOW COVER 33 +#> 52 IRON 29 +#> 53 ICE THICKNESS 28 +#> 54 BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS 23 +#> 55 CHEMICAL OXYGEN DEMAND 23 +#> 56 FLUORIDE 23 +#> 57 SILICON 23 +#> 58 TOTAL HARDNESS 23 +#> 59 MANGANESE 22 +#> 60 COUNT 20 +#> 61 AMMONIUM 17 +#> 62 ALPHA PARTICLE 12 +#> 63 RADIUM-226 10 +#> 64 RADIUM-228 10 +#> 65 TRITIUM 10 +#> 66 PERIPHYTON 7 +#> 67 .ALPHA.-ENDOSULFAN 6 +#> 68 .BETA.-ENDOSULFAN 6 +#> 69 ALDRIN 6 +#> 70 ALUMINUM 6 +#> 71 BENZENE HEXACHLORIDE, ALPHA (BHC) 6 +#> 72 BERYLLIUM 6 +#> 73 BHC, .BETA.-BHC & .GAMMA.-BHC MIX, UNSPECIFIED 6 +#> 74 BORON 6 +#> 75 CALCIUM 6 +#> 76 CHLORDANE 6 +#> 77 COBALT 6 +#> 78 DIELDRIN 6 +#> 79 ENDOSULFAN SULFATE 6 +#> 80 ENDRIN 6 +#> 81 ENDRIN ALDEHYDE 6 +#> 82 HEPTACHLOR 6 +#> 83 HEPTACHLOR EPOXIDE 6 +#> 84 MAGNESIUM 6 +#> 85 METHOXYCHLOR 6 +#> 86 MOLYBDENUM 6 +#> 87 P,P'-DDD 6 +#> 88 P,P'-DDE 6 +#> 89 P,P'-DDT 6 +#> 90 POTASSIUM 6 +#> 91 SILVER 6 +#> 92 SODIUM 6 +#> 93 THALLIUM 6 +#> 94 TOXAPHENE 6 +#> 95 URANIUM 6 +#> 96 VANADIUM 6 +#> 97 ORGANIC CARBON 4 +#> 98 BARIUM 3 +#> 99 KJELDAHL NITROGEN 1

Next, we can revisit the TADA_FieldCounts function at the characteristic level to review how many unique allowable values are included within each of the following fields:

@@ -3108,9 +3105,9 @@

Parameter Level Filtering
 TADA_FieldCounts(TADAProfileClean6, display = "most", characteristicName = "TOTAL PHOSPHORUS, MIXED FORMS")
 #>                                            Fields Count
-#> 1                                ResultIdentifier  1204
-#> 2                              ActivityIdentifier   590
-#> 3                         TADA.ResultMeasureValue   157
+#> 1                                ResultIdentifier  1190
+#> 2                              ActivityIdentifier   591
+#> 3                         TADA.ResultMeasureValue   158
 #> 4                    MonitoringLocationIdentifier   134
 #> 5                          MonitoringLocationName   134
 #> 6                           TADA.LongitudeMeasure   127
@@ -3119,7 +3116,7 @@ 
Parameter Level Filtering#> 9                                LongitudeMeasure   122
 #> 10               ActivityLocation.LatitudeMeasure   119
 #> 11                                LatitudeMeasure   119
-#> 12            ResultDetectionQuantitationLimitUrl   107
+#> 12            ResultDetectionQuantitationLimitUrl   108
 #> 13                              ProjectIdentifier    12
 #> 14                                    ProjectName    12
 #> 15                              HUCEightDigitCode     9
@@ -3136,45 +3133,47 @@ 
Parameter Level Filtering#> 26        ResultAnalyticalMethod.MethodIdentifier     4
 #> 27              ResultAnalyticalMethod.MethodName     4
 #> 28                                 LaboratoryName     4
-#> 29                                      StateCode     4
-#> 30                      ActivityRelativeDepthName     3
-#> 31                             CharacteristicName     3
-#> 32                       ResultSampleFractionText     3
-#> 33                         ResultStatusIdentifier     3
-#> 34 ResultAnalyticalMethod.MethodIdentifierContext     3
-#> 35   ResultAnalyticalMethod.MethodDescriptionText     3
-#> 36             DetectionQuantitationLimitTypeName     3
+#> 29             DetectionQuantitationLimitTypeName     4
+#> 30                                      StateCode     4
+#> 31                      ActivityRelativeDepthName     3
+#> 32                             CharacteristicName     3
+#> 33                       ResultSampleFractionText     3
+#> 34                         ResultStatusIdentifier     3
+#> 35 ResultAnalyticalMethod.MethodIdentifierContext     3
+#> 36   ResultAnalyticalMethod.MethodDescriptionText     3
 #> 37                     MonitoringLocationTypeName     3
 #> 38              MonitoringLocationDescriptionText     3
 #> 39   HorizontalCoordinateReferenceSystemDatumName     3
 #> 40                          QAPPApprovedIndicator     3
 #> 41                         QAPPApprovalAgencyName     3
 #> 42                   TADA.InvalidCoordinates.Flag     3
-#> 43                     TADA.AnalyticalMethod.Flag     3
-#> 44                     TADA.MethodSpeciation.Flag     3
-#> 45                               ActivityTypeCode     2
-#> 46                              ActivityMediaName     2
-#> 47                   ActivityMediaSubdivisionName     2
-#> 48             ActivityConductingOrganizationText     2
-#> 49                           MethodSpeciationName     2
-#> 50             TADA.CharacteristicNameAssumptions     2
-#> 51                 TADA.MeasureQualifierCode.Flag     2
-#> 52                  TADA.MeasureQualifierCode.Def     2
-#> 53                            ResultValueTypeName     2
-#> 54                                   ProviderName     2
-#> 55                 HorizontalCollectionMethodName     2
-#> 56                                    CountryCode     2
-#> 57             TADA.AggregatedContinuousData.Flag     2
-#> 58          TADA.ResultMeasureValueDataTypes.Flag     2
-#> 59                         TADA.CensoredData.Flag     2
-#> 60                           TADA.ResultUnit.Flag     2
-#> 61                       TADA.SampleFraction.Flag     2
-#> 62                       TADA.FractionAssumptions     2
-#> 63                  TADA.ComparableDataIdentifier     2
-#> 64                         TADA.ActivityMediaName     1
-#> 65                      TADA.MethodSpeciationName     1
-#> 66                        TADA.CharacteristicName     1
-#> 67                  TADA.ResultSampleFractionText     1
+#> 43 TADA.ResultMeasureValueDataTypes.Flag 3 +#> 44 TADA.CensoredData.Flag 3 +#> 45 TADA.AnalyticalMethod.Flag 3 +#> 46 TADA.MethodSpeciation.Flag 3 +#> 47 ActivityTypeCode 2 +#> 48 ActivityMediaName 2 +#> 49 ActivityMediaSubdivisionName 2 +#> 50 ActivityConductingOrganizationText 2 +#> 51 ResultDetectionConditionText 2 +#> 52 MethodSpeciationName 2 +#> 53 TADA.CharacteristicNameAssumptions 2 +#> 54 TADA.MeasureQualifierCode.Flag 2 +#> 55 TADA.MeasureQualifierCode.Def 2 +#> 56 ResultValueTypeName 2 +#> 57 ProviderName 2 +#> 58 HorizontalCollectionMethodName 2 +#> 59 CountryCode 2 +#> 60 TADA.AggregatedContinuousData.Flag 2 +#> 61 TADA.CensoredMethod 2 +#> 62 TADA.ResultUnit.Flag 2 +#> 63 TADA.SampleFraction.Flag 2 +#> 64 TADA.FractionAssumptions 2 +#> 65 TADA.ActivityMediaName 1 +#> 66 TADA.MethodSpeciationName 1 +#> 67 TADA.CharacteristicName 1 +#> 68 TADA.ResultSampleFractionText 1 +#> 69 TADA.ComparableDataIdentifier 1

Selecting a parameter generates the list above, which is subset by the selected parameter. The list includes fields you may want to review, and the number of unique values in each field.

@@ -3187,7 +3186,7 @@

Parameter Level Filtering# In this example we review values from the SampleCollectionMethod.MethodName field TADA_FieldValuesTable(TADAProfileClean6, field = "SampleCollectionMethod.MethodName", characteristicName = "TOTAL PHOSPHORUS, MIXED FORMS") #> Value Count -#> 1 Integrated Sampler 295 +#> 1 Integrated Sampler 296 #> 2 FDL QAPP 105 #> 3 Standard Sampling Methods 94 #> 4 PUEBLOOFTESUQUE_QAPP 64 @@ -3211,163 +3210,129 @@

Parameter Level Filtering#> [10] "ESCHERICHIA COLI_NA_NA_#/100ML" #> [11] "ESCHERICHIA COLI_TOTAL_NA_MPN" #> [12] "NITRITE_UNFILTERED_NA_MG/L" -#> [13] "ORTHOPHOSPHATE_TOTAL_NA_MG/L" -#> [14] "ORTHOPHOSPHATE_UNFILTERED_AS P_UG/L" -#> [15] "NITRATE_TOTAL_NA_MG/L" -#> [16] "NITRITE_TOTAL_NA_MG/L" -#> [17] "DEPTH_NA_NA_M" -#> [18] "SPECIFIC CONDUCTANCE_NA_NA_US/CM" -#> [19] "TOTAL DISSOLVED SOLIDS_NA_NA_UG/L" -#> [20] "SALINITY_NA_NA_PSS" -#> [21] "DISSOLVED OXYGEN SATURATION_NA_NA_%" -#> [22] "ALKALINITY, TOTAL_TOTAL_NA_UG/L" -#> [23] "SULFATE_TOTAL_NA_MG/L" -#> [24] "AMMONIA-NITROGEN_TOTAL_NA_MG/L" -#> [25] "SULFATE_TOTAL_NA_UG/L" -#> [26] "AMMONIA_UNFILTERED_AS N_MG/L" -#> [27] "BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS_TOTAL_NA_UG/L" -#> [28] "FLUORIDE_TOTAL_NA_UG/L" -#> [29] "CHROMIUM_TOTAL_NA_MG/L" -#> [30] "COPPER_TOTAL_NA_MG/L" -#> [31] "IRON_TOTAL_NA_UG/L" -#> [32] "MANGANESE_TOTAL_NA_UG/L" -#> [33] "SILICON_TOTAL_NA_UG/L" -#> [34] "HARDNESS, CARBONATE_TOTAL_NA_UG/L" -#> [35] "TOTAL HARDNESS_TOTAL_NA_UG/L" -#> [36] "CHEMICAL OXYGEN DEMAND_TOTAL_NA_UG/L" -#> [37] "DEPTH_NA_NA_IN" -#> [38] "BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS_TOTAL_NA_MG/L" -#> [39] "IRON_TOTAL_NA_MG/L" -#> [40] "TURBIDITY_TOTAL_NA_NTU" -#> [41] "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L" -#> [42] "CHLOROPHYLL A, CORRECTED FOR PHEOPHYTIN_SUSPENDED_NA_UG/L" -#> [43] "CONDUCTIVITY_NA_NA_US/CM" -#> [44] "DEPTH, SECCHI DISK DEPTH_NA_NA_FT" -#> [45] "STREAM STAGE_NA_NA_FT" -#> [46] "TRANSPARENCY, SECCHI TUBE WITH DISK_NA_NA_CM" -#> [47] "ICE THICKNESS_NA_NA_IN" -#> [48] "DEPTH, SNOW COVER_NA_NA_IN" -#> [49] "ORTHOPHOSPHATE_FILTERED_AS P_UG/L" -#> [50] "ALKALINITY, TOTAL_NA_NA_UG/L" -#> [51] "BAROMETRIC PRESSURE_NA_NA_G/M2" -#> [52] "TOTAL DISSOLVED SOLIDS_TOTAL_NA_UG/L" -#> [53] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_NA_UG/L" -#> [54] "NITRITE_UNFILTERED_AS N_MG/L" -#> [55] "NITRATE_UNFILTERED_AS N_MG/L" -#> [56] "KJELDAHL NITROGEN_TOTAL RECOVERABLE_NA_UG/L" -#> [57] "CHLOROPHYLL A_NA_NA_UG/L" -#> [58] "COPPER_TOTAL_NA_UG/L" -#> [59] "FLUORIDE_TOTAL_NA_MG/L" -#> [60] "FLOW_TOTAL_NA_CFS" -#> [61] "COUNT_NA_NA_COUNT" -#> [62] "ARSENIC_DISSOLVED_NA_MG/L" -#> [63] "LEAD_DISSOLVED_NA_MG/L" -#> [64] "SELENIUM_TOTAL_NA_MG/L" -#> [65] "THALLIUM_DISSOLVED_NA_MG/L" -#> [66] "URANIUM_DISSOLVED_NA_UG/L" -#> [67] "ALUMINUM_DISSOLVED_NA_MG/L" -#> [68] "BERYLLIUM_DISSOLVED_NA_MG/L" -#> [69] "BORON_DISSOLVED_NA_MG/L" -#> [70] "CADMIUM_DISSOLVED_NA_MG/L" -#> [71] "COBALT_DISSOLVED_NA_MG/L" -#> [72] "COPPER_DISSOLVED_NA_MG/L" -#> [73] "IRON_DISSOLVED_NA_MG/L" -#> [74] "MAGNESIUM_DISSOLVED_NA_UG/L" -#> [75] "MANGANESE_DISSOLVED_NA_UG/L" -#> [76] "MOLYBDENUM_DISSOLVED_NA_MG/L" -#> [77] "NICKEL_DISSOLVED_NA_MG/L" -#> [78] "POTASSIUM_DISSOLVED_NA_UG/L" -#> [79] "SILVER_DISSOLVED_NA_MG/L" -#> [80] "SODIUM_DISSOLVED_NA_UG/L" -#> [81] "VANADIUM_DISSOLVED_NA_MG/L" -#> [82] "CALCIUM_DISSOLVED_NA_UG/L" -#> [83] "ZINC_DISSOLVED_NA_MG/L" -#> [84] "HARDNESS, CARBONATE_NA_AS CACO3_UG/L" -#> [85] "MERCURY_TOTAL_NA_MG/L" -#> [86] "P,P'-DDD_TOTAL_NA_UG/L" -#> [87] "P,P'-DDE_TOTAL_NA_UG/L" -#> [88] "P,P'-DDT_TOTAL_NA_UG/L" -#> [89] "ALDRIN_TOTAL_NA_UG/L" -#> [90] "BENZENE HEXACHLORIDE, ALPHA (BHC)_TOTAL_NA_UG/L" -#> [91] "CHLORDANE_TOTAL_NA_UG/L" -#> [92] "DIELDRIN_TOTAL_NA_UG/L" -#> [93] ".ALPHA.-ENDOSULFAN_TOTAL_NA_UG/L" -#> [94] ".BETA.-ENDOSULFAN_TOTAL_NA_UG/L" -#> [95] "ENDOSULFAN SULFATE_TOTAL_NA_UG/L" -#> [96] "ENDRIN_TOTAL_NA_UG/L" -#> [97] "ENDRIN ALDEHYDE_TOTAL_NA_UG/L" -#> [98] "BHC, .BETA.-BHC & .GAMMA.-BHC MIX, UNSPECIFIED_TOTAL_NA_UG/L" -#> [99] "HEPTACHLOR_TOTAL_NA_UG/L" -#> [100] "HEPTACHLOR EPOXIDE_TOTAL_NA_UG/L" -#> [101] "METHOXYCHLOR_TOTAL_NA_UG/L" -#> [102] "TOXAPHENE_TOTAL_NA_UG/L" -#> [103] "ALPHA PARTICLE_NA_NA_PCI/L" -#> [104] "RADIUM-226_NA_NA_PCI/L" -#> [105] "RADIUM-228_NA_NA_PCI/L" -#> [106] "TRITIUM_NA_NA_PCI/L" -#> [107] "IRON_DISSOLVED_NA_UG/L" -#> [108] "ZINC_DISSOLVED_NA_UG/L" -#> [109] "URANIUM_DISSOLVED_NA_MG/L" -#> [110] "ALUMINUM_DISSOLVED_NA_UG/L" -#> [111] "BARIUM_DISSOLVED_NA_UG/L" -#> [112] "MANGANESE_DISSOLVED_NA_MG/L" -#> [113] "POTASSIUM_DISSOLVED_NA_MG/L" -#> [114] "NITRATE + NITRITE_INORGANIC_AS NO3_MG/L" -#> [115] "NITRATE + NITRITE_INORGANIC_AS NO3_UG/L" -#> [116] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_AS N_MG/L" -#> [117] "NITRATE + NITRITE_FILTERED_AS N_MG/L" -#> [118] "TOTAL NITROGEN, MIXED FORMS_UNFILTERED_AS N_MG/L" -#> [119] "AMMONIA_FILTERED_AS N_MG/L" -#> [120] "TOTAL SUSPENDED SOLIDS_NON-FILTERABLE (PARTICLE)_NA_MG/L" -#> [121] "ORGANIC CARBON_DISSOLVED_NA_UG/L" -#> [122] "NITRATE + NITRITE_DISSOLVED_AS N_MG/L" -#> [123] "ORTHOPHOSPHATE_DISSOLVED_AS P_MG/L" -#> [124] "AMMONIA-NITROGEN_DISSOLVED_AS N_MG/L" -#> [125] "TOTAL SUSPENDED SOLIDS_NA_NA_MG/L" -#> [126] "HARDNESS, CARBONATE_NA_NA_EQ/L" -#> [127] "VOLATILE SUSPENDED SOLIDS_TOTAL_NA_UG/L" -#> [128] "VOLATILE SUSPENDED SOLIDS_TOTAL_NA_MG/L" -#> [129] "KJELDAHL NITROGEN_TOTAL_AS N_MG/L" -#> [130] "NITROGEN_TOTAL_NA_MG/L" -#> [131] "ARSENIC_TOTAL_NA_UG/L" -#> [132] "PHOSPHORUS_TOTAL_AS P_MG/L" -#> [133] "DEPTH, SECCHI DISK DEPTH_NA_NA_M" -#> [134] "CONDITION CLASS (DISSOLVED OXYGEN (DO))_NA_NA_%" -#> [135] "TEMPERATURE, SAMPLE_NA_NA_DEG C" -#> [136] "DISSOLVED OXYGEN UPTAKE_NA_NA_UG/L" -#> [137] "SPECIFIC CONDUCTANCE, CALCULATED/MEASURED RATIO_NA_NA_US/CM" -#> [138] "TURBIDITY FIELD_NA_NA_NTU" -#> [139] "CHLORIDE_TOTAL_NA_MG/L" -#> [140] "ALKALINITY, TOTAL_TOTAL_AS CACO3_UG/L" -#> [141] "PHEOPHYTIN A_TOTAL_NA_UG/L" -#> [142] "NICKEL_TOTAL_NA_UG/L" -#> [143] "LEAD_TOTAL_NA_UG/L" -#> [144] "CHROMIUM_TOTAL_NA_UG/L" -#> [145] "CHLOROPHYLL A_UNFILTERED_NA_UG/L" -#> [146] "CADMIUM_TOTAL_NA_UG/L" -#> [147] "ZINC_TOTAL_NA_UG/L" -#> [148] "HARDNESS, CA, MG_TOTAL_NA_UG/L" -#> [149] "TRUE COLOR_TOTAL_NA_PCU" -#> [150] "SELENIUM_TOTAL_NA_UG/L" -#> [151] "ORTHOPHOSPHATE_TOTAL_AS P_MG/L" -#> [152] "ORTHOPHOSPHATE_TOTAL RECOVERABLE_AS P_MG/L" -#> [153] "APPARENT COLOR_TOTAL_NA_PCU" -#> [154] "DEPTH_NA_NA_FT" -#> [155] "MERCURY_TOTAL_NA_UG/L" -#> [156] "MERCURY_DISSOLVED_NA_UG/L" -#> [157] "MERCURY_DISSOLVED_NA_NG/L" -#> [158] "MERCURY_TOTAL_NA_NG/L" -#> [159] "AMMONIA-NITROGEN_TOTAL_AS NH3_MG/L" -#> [160] "PERIPHYTON_NA_NA_G/M2" -#> [161] "ORTHOPHOSPHATE_TOTAL RECOVERABLE_AS P_UG/L" -#> [162] "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_MG/L" +#> [13] "ORTHOPHOSPHATE_UNFILTERED_AS P_UG/L" +#> [14] "DEPTH_NA_NA_M" +#> [15] "SPECIFIC CONDUCTANCE_NA_NA_US/CM" +#> [16] "TOTAL DISSOLVED SOLIDS_NA_NA_UG/L" +#> [17] "SALINITY_NA_NA_PSS" +#> [18] "DISSOLVED OXYGEN SATURATION_NA_NA_%" +#> [19] "ALKALINITY, TOTAL_TOTAL_NA_UG/L" +#> [20] "SULFATE_TOTAL_NA_UG/L" +#> [21] "AMMONIA_UNFILTERED_AS N_MG/L" +#> [22] "BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS_TOTAL_NA_UG/L" +#> [23] "FLUORIDE_TOTAL_NA_UG/L" +#> [24] "CHROMIUM_TOTAL_NA_UG/L" +#> [25] "COPPER_TOTAL_NA_UG/L" +#> [26] "IRON_TOTAL_NA_UG/L" +#> [27] "MANGANESE_TOTAL_NA_UG/L" +#> [28] "SILICON_TOTAL_NA_UG/L" +#> [29] "HARDNESS, CARBONATE_TOTAL_NA_UG/L" +#> [30] "TOTAL HARDNESS_TOTAL_NA_UG/L" +#> [31] "CHEMICAL OXYGEN DEMAND_TOTAL_NA_UG/L" +#> [32] "DEPTH_NA_NA_IN" +#> [33] "TURBIDITY_TOTAL_NA_NTU" +#> [34] "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L" +#> [35] "CHLOROPHYLL A, CORRECTED FOR PHEOPHYTIN_SUSPENDED_NA_UG/L" +#> [36] "CONDUCTIVITY_NA_NA_US/CM" +#> [37] "DEPTH, SECCHI DISK DEPTH_NA_NA_FT" +#> [38] "STREAM STAGE_NA_NA_FT" +#> [39] "TRANSPARENCY, SECCHI TUBE WITH DISK_NA_NA_CM" +#> [40] "ICE THICKNESS_NA_NA_IN" +#> [41] "DEPTH, SNOW COVER_NA_NA_IN" +#> [42] "ORTHOPHOSPHATE_FILTERED_AS P_UG/L" +#> [43] "ALKALINITY, TOTAL_NA_NA_UG/L" +#> [44] "BAROMETRIC PRESSURE_NA_NA_G/M2" +#> [45] "TOTAL DISSOLVED SOLIDS_TOTAL_NA_UG/L" +#> [46] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_NA_UG/L" +#> [47] "NITRITE_UNFILTERED_AS N_MG/L" +#> [48] "NITRATE_UNFILTERED_AS N_MG/L" +#> [49] "KJELDAHL NITROGEN_TOTAL RECOVERABLE_NA_UG/L" +#> [50] "CHLOROPHYLL A_NA_NA_UG/L" +#> [51] "FLOW_TOTAL_NA_CFS" +#> [52] "COUNT_NA_NA_COUNT" +#> [53] "ARSENIC_DISSOLVED_NA_UG/L" +#> [54] "LEAD_DISSOLVED_NA_UG/L" +#> [55] "SELENIUM_TOTAL_NA_UG/L" +#> [56] "THALLIUM_DISSOLVED_NA_UG/L" +#> [57] "URANIUM_DISSOLVED_NA_UG/L" +#> [58] "ALUMINUM_DISSOLVED_NA_UG/L" +#> [59] "BERYLLIUM_DISSOLVED_NA_UG/L" +#> [60] "BORON_DISSOLVED_NA_UG/L" +#> [61] "CADMIUM_DISSOLVED_NA_UG/L" +#> [62] "COBALT_DISSOLVED_NA_UG/L" +#> [63] "COPPER_DISSOLVED_NA_UG/L" +#> [64] "IRON_DISSOLVED_NA_UG/L" +#> [65] "MAGNESIUM_DISSOLVED_NA_UG/L" +#> [66] "MANGANESE_DISSOLVED_NA_UG/L" +#> [67] "MOLYBDENUM_DISSOLVED_NA_UG/L" +#> [68] "NICKEL_DISSOLVED_NA_UG/L" +#> [69] "POTASSIUM_DISSOLVED_NA_UG/L" +#> [70] "SILVER_DISSOLVED_NA_UG/L" +#> [71] "SODIUM_DISSOLVED_NA_UG/L" +#> [72] "VANADIUM_DISSOLVED_NA_UG/L" +#> [73] "CALCIUM_DISSOLVED_NA_UG/L" +#> [74] "ZINC_DISSOLVED_NA_UG/L" +#> [75] "HARDNESS, CARBONATE_NA_AS CACO3_UG/L" +#> [76] "MERCURY_TOTAL_NA_UG/L" +#> [77] "P,P'-DDD_TOTAL_NA_UG/L" +#> [78] "P,P'-DDE_TOTAL_NA_UG/L" +#> [79] "P,P'-DDT_TOTAL_NA_UG/L" +#> [80] "ALDRIN_TOTAL_NA_UG/L" +#> [81] "BENZENE HEXACHLORIDE, ALPHA (BHC)_TOTAL_NA_UG/L" +#> [82] "CHLORDANE_TOTAL_NA_UG/L" +#> [83] "DIELDRIN_TOTAL_NA_UG/L" +#> [84] ".ALPHA.-ENDOSULFAN_TOTAL_NA_UG/L" +#> [85] ".BETA.-ENDOSULFAN_TOTAL_NA_UG/L" +#> [86] "ENDOSULFAN SULFATE_TOTAL_NA_UG/L" +#> [87] "ENDRIN_TOTAL_NA_UG/L" +#> [88] "ENDRIN ALDEHYDE_TOTAL_NA_UG/L" +#> [89] "BHC, .BETA.-BHC & .GAMMA.-BHC MIX, UNSPECIFIED_TOTAL_NA_UG/L" +#> [90] "HEPTACHLOR_TOTAL_NA_UG/L" +#> [91] "HEPTACHLOR EPOXIDE_TOTAL_NA_UG/L" +#> [92] "METHOXYCHLOR_TOTAL_NA_UG/L" +#> [93] "TOXAPHENE_TOTAL_NA_UG/L" +#> [94] "ALPHA PARTICLE_NA_NA_PCI/L" +#> [95] "RADIUM-226_NA_NA_PCI/L" +#> [96] "RADIUM-228_NA_NA_PCI/L" +#> [97] "TRITIUM_NA_NA_PCI/L" +#> [98] "BARIUM_DISSOLVED_NA_UG/L" +#> [99] "NITRATE + NITRITE_INORGANIC_AS NO3_UG/L" +#> [100] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_AS N_MG/L" +#> [101] "NITRATE + NITRITE_FILTERED_AS N_MG/L" +#> [102] "TOTAL NITROGEN, MIXED FORMS_UNFILTERED_AS N_MG/L" +#> [103] "AMMONIA_FILTERED_AS N_MG/L" +#> [104] "TOTAL SUSPENDED SOLIDS_NON-FILTERABLE (PARTICLE)_NA_MG/L" +#> [105] "ORGANIC CARBON_DISSOLVED_NA_UG/L" +#> [106] "HARDNESS, CARBONATE_NA_NA_EQ/L" +#> [107] "VOLATILE SUSPENDED SOLIDS_TOTAL_NA_UG/L" +#> [108] "ARSENIC_TOTAL_NA_UG/L" +#> [109] "DEPTH, SECCHI DISK DEPTH_NA_NA_M" +#> [110] "CONDITION CLASS (DISSOLVED OXYGEN (DO))_NA_NA_%" +#> [111] "TEMPERATURE, SAMPLE_NA_NA_DEG C" +#> [112] "DISSOLVED OXYGEN UPTAKE_NA_NA_UG/L" +#> [113] "SPECIFIC CONDUCTANCE, CALCULATED/MEASURED RATIO_NA_NA_US/CM" +#> [114] "TURBIDITY FIELD_NA_NA_NTU" +#> [115] "ALKALINITY, TOTAL_TOTAL_AS CACO3_UG/L" +#> [116] "PHEOPHYTIN A_TOTAL_NA_UG/L" +#> [117] "NICKEL_TOTAL_NA_UG/L" +#> [118] "LEAD_TOTAL_NA_UG/L" +#> [119] "CHLOROPHYLL A_UNFILTERED_NA_UG/L" +#> [120] "CADMIUM_TOTAL_NA_UG/L" +#> [121] "ZINC_TOTAL_NA_UG/L" +#> [122] "HARDNESS, CA, MG_TOTAL_NA_UG/L" +#> [123] "TRUE COLOR_TOTAL_NA_PCU" +#> [124] "ORTHOPHOSPHATE_TOTAL RECOVERABLE_AS P_UG/L" +#> [125] "APPARENT COLOR_TOTAL_NA_PCU" +#> [126] "DEPTH_NA_NA_FT" +#> [127] "MERCURY_DISSOLVED_NA_UG/L" +#> [128] "PERIPHYTON_NA_NA_G/M2" # choose two and generate scatterplot TADA_TwoCharacteristicScatterplot(TADAProfileClean6, id_cols = "TADA.ComparableDataIdentifier", groups = c("TOTAL NITROGEN, MIXED FORMS_UNFILTERED_AS N_MG/L", "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L")) -#> Warning: Ignoring 552 observations +#> Warning: Ignoring 599 observations #> Warning: Can't display both discrete & non-discrete data on same axis -
-

Now we will summarize results for a single comparable data group +

+

Now we will summarize results for a single comparable data group using the TADA.ComparableDataIdentifier (i.e., comparable characteristic, unit, speciation, and fraction combination) using TADA_Histogram and TADA_Boxplot. Note @@ -3388,155 +3353,122 @@

Parameter Level Filtering#> [10] "ESCHERICHIA COLI_NA_NA_#/100ML" #> [11] "ESCHERICHIA COLI_TOTAL_NA_MPN" #> [12] "NITRITE_UNFILTERED_NA_MG/L" -#> [13] "ORTHOPHOSPHATE_TOTAL_NA_MG/L" -#> [14] "ORTHOPHOSPHATE_UNFILTERED_AS P_UG/L" -#> [15] "NITRATE_TOTAL_NA_MG/L" -#> [16] "NITRITE_TOTAL_NA_MG/L" -#> [17] "DEPTH_NA_NA_M" -#> [18] "SPECIFIC CONDUCTANCE_NA_NA_US/CM" -#> [19] "TOTAL DISSOLVED SOLIDS_NA_NA_UG/L" -#> [20] "SALINITY_NA_NA_PSS" -#> [21] "DISSOLVED OXYGEN SATURATION_NA_NA_%" -#> [22] "ALKALINITY, TOTAL_TOTAL_NA_UG/L" -#> [23] "SULFATE_TOTAL_NA_MG/L" -#> [24] "AMMONIA-NITROGEN_TOTAL_NA_MG/L" -#> [25] "SULFATE_TOTAL_NA_UG/L" -#> [26] "AMMONIA_UNFILTERED_AS N_MG/L" -#> [27] "BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS_TOTAL_NA_UG/L" -#> [28] "FLUORIDE_TOTAL_NA_UG/L" -#> [29] "CHROMIUM_TOTAL_NA_MG/L" -#> [30] "COPPER_TOTAL_NA_MG/L" -#> [31] "IRON_TOTAL_NA_UG/L" -#> [32] "MANGANESE_TOTAL_NA_UG/L" -#> [33] "SILICON_TOTAL_NA_UG/L" -#> [34] "HARDNESS, CARBONATE_TOTAL_NA_UG/L" -#> [35] "TOTAL HARDNESS_TOTAL_NA_UG/L" -#> [36] "CHEMICAL OXYGEN DEMAND_TOTAL_NA_UG/L" -#> [37] "DEPTH_NA_NA_IN" -#> [38] "BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS_TOTAL_NA_MG/L" -#> [39] "IRON_TOTAL_NA_MG/L" -#> [40] "TURBIDITY_TOTAL_NA_NTU" -#> [41] "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L" -#> [42] "CHLOROPHYLL A, CORRECTED FOR PHEOPHYTIN_SUSPENDED_NA_UG/L" -#> [43] "CONDUCTIVITY_NA_NA_US/CM" -#> [44] "DEPTH, SECCHI DISK DEPTH_NA_NA_FT" -#> [45] "STREAM STAGE_NA_NA_FT" -#> [46] "TRANSPARENCY, SECCHI TUBE WITH DISK_NA_NA_CM" -#> [47] "ICE THICKNESS_NA_NA_IN" -#> [48] "DEPTH, SNOW COVER_NA_NA_IN" -#> [49] "ORTHOPHOSPHATE_FILTERED_AS P_UG/L" -#> [50] "ALKALINITY, TOTAL_NA_NA_UG/L" -#> [51] "BAROMETRIC PRESSURE_NA_NA_G/M2" -#> [52] "TOTAL DISSOLVED SOLIDS_TOTAL_NA_UG/L" -#> [53] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_NA_UG/L" -#> [54] "NITRITE_UNFILTERED_AS N_MG/L" -#> [55] "NITRATE_UNFILTERED_AS N_MG/L" -#> [56] "KJELDAHL NITROGEN_TOTAL RECOVERABLE_NA_UG/L" -#> [57] "CHLOROPHYLL A_NA_NA_UG/L" -#> [58] "COPPER_TOTAL_NA_UG/L" -#> [59] "FLUORIDE_TOTAL_NA_MG/L" -#> [60] "FLOW_TOTAL_NA_CFS" -#> [61] "COUNT_NA_NA_COUNT" -#> [62] "ARSENIC_DISSOLVED_NA_MG/L" -#> [63] "LEAD_DISSOLVED_NA_MG/L" -#> [64] "SELENIUM_TOTAL_NA_MG/L" -#> [65] "THALLIUM_DISSOLVED_NA_MG/L" -#> [66] "URANIUM_DISSOLVED_NA_UG/L" -#> [67] "ALUMINUM_DISSOLVED_NA_MG/L" -#> [68] "BERYLLIUM_DISSOLVED_NA_MG/L" -#> [69] "BORON_DISSOLVED_NA_MG/L" -#> [70] "CADMIUM_DISSOLVED_NA_MG/L" -#> [71] "COBALT_DISSOLVED_NA_MG/L" -#> [72] "COPPER_DISSOLVED_NA_MG/L" -#> [73] "IRON_DISSOLVED_NA_MG/L" -#> [74] "MAGNESIUM_DISSOLVED_NA_UG/L" -#> [75] "MANGANESE_DISSOLVED_NA_UG/L" -#> [76] "MOLYBDENUM_DISSOLVED_NA_MG/L" -#> [77] "NICKEL_DISSOLVED_NA_MG/L" -#> [78] "POTASSIUM_DISSOLVED_NA_UG/L" -#> [79] "SILVER_DISSOLVED_NA_MG/L" -#> [80] "SODIUM_DISSOLVED_NA_UG/L" -#> [81] "VANADIUM_DISSOLVED_NA_MG/L" -#> [82] "CALCIUM_DISSOLVED_NA_UG/L" -#> [83] "ZINC_DISSOLVED_NA_MG/L" -#> [84] "HARDNESS, CARBONATE_NA_AS CACO3_UG/L" -#> [85] "MERCURY_TOTAL_NA_MG/L" -#> [86] "P,P'-DDD_TOTAL_NA_UG/L" -#> [87] "P,P'-DDE_TOTAL_NA_UG/L" -#> [88] "P,P'-DDT_TOTAL_NA_UG/L" -#> [89] "ALDRIN_TOTAL_NA_UG/L" -#> [90] "BENZENE HEXACHLORIDE, ALPHA (BHC)_TOTAL_NA_UG/L" -#> [91] "CHLORDANE_TOTAL_NA_UG/L" -#> [92] "DIELDRIN_TOTAL_NA_UG/L" -#> [93] ".ALPHA.-ENDOSULFAN_TOTAL_NA_UG/L" -#> [94] ".BETA.-ENDOSULFAN_TOTAL_NA_UG/L" -#> [95] "ENDOSULFAN SULFATE_TOTAL_NA_UG/L" -#> [96] "ENDRIN_TOTAL_NA_UG/L" -#> [97] "ENDRIN ALDEHYDE_TOTAL_NA_UG/L" -#> [98] "BHC, .BETA.-BHC & .GAMMA.-BHC MIX, UNSPECIFIED_TOTAL_NA_UG/L" -#> [99] "HEPTACHLOR_TOTAL_NA_UG/L" -#> [100] "HEPTACHLOR EPOXIDE_TOTAL_NA_UG/L" -#> [101] "METHOXYCHLOR_TOTAL_NA_UG/L" -#> [102] "TOXAPHENE_TOTAL_NA_UG/L" -#> [103] "ALPHA PARTICLE_NA_NA_PCI/L" -#> [104] "RADIUM-226_NA_NA_PCI/L" -#> [105] "RADIUM-228_NA_NA_PCI/L" -#> [106] "TRITIUM_NA_NA_PCI/L" -#> [107] "IRON_DISSOLVED_NA_UG/L" -#> [108] "ZINC_DISSOLVED_NA_UG/L" -#> [109] "URANIUM_DISSOLVED_NA_MG/L" -#> [110] "ALUMINUM_DISSOLVED_NA_UG/L" -#> [111] "BARIUM_DISSOLVED_NA_UG/L" -#> [112] "MANGANESE_DISSOLVED_NA_MG/L" -#> [113] "POTASSIUM_DISSOLVED_NA_MG/L" -#> [114] "NITRATE + NITRITE_INORGANIC_AS NO3_MG/L" -#> [115] "NITRATE + NITRITE_INORGANIC_AS NO3_UG/L" -#> [116] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_AS N_MG/L" -#> [117] "NITRATE + NITRITE_FILTERED_AS N_MG/L" -#> [118] "TOTAL NITROGEN, MIXED FORMS_UNFILTERED_AS N_MG/L" -#> [119] "AMMONIA_FILTERED_AS N_MG/L" -#> [120] "TOTAL SUSPENDED SOLIDS_NON-FILTERABLE (PARTICLE)_NA_MG/L" -#> [121] "ORGANIC CARBON_DISSOLVED_NA_UG/L" -#> [122] "NITRATE + NITRITE_DISSOLVED_AS N_MG/L" -#> [123] "ORTHOPHOSPHATE_DISSOLVED_AS P_MG/L" -#> [124] "AMMONIA-NITROGEN_DISSOLVED_AS N_MG/L" -#> [125] "TOTAL SUSPENDED SOLIDS_NA_NA_MG/L" -#> [126] "HARDNESS, CARBONATE_NA_NA_EQ/L" -#> [127] "VOLATILE SUSPENDED SOLIDS_TOTAL_NA_UG/L" -#> [128] "VOLATILE SUSPENDED SOLIDS_TOTAL_NA_MG/L" -#> [129] "KJELDAHL NITROGEN_TOTAL_AS N_MG/L" -#> [130] "NITROGEN_TOTAL_NA_MG/L" -#> [131] "ARSENIC_TOTAL_NA_UG/L" -#> [132] "PHOSPHORUS_TOTAL_AS P_MG/L" -#> [133] "DEPTH, SECCHI DISK DEPTH_NA_NA_M" -#> [134] "CONDITION CLASS (DISSOLVED OXYGEN (DO))_NA_NA_%" -#> [135] "TEMPERATURE, SAMPLE_NA_NA_DEG C" -#> [136] "DISSOLVED OXYGEN UPTAKE_NA_NA_UG/L" -#> [137] "SPECIFIC CONDUCTANCE, CALCULATED/MEASURED RATIO_NA_NA_US/CM" -#> [138] "TURBIDITY FIELD_NA_NA_NTU" -#> [139] "CHLORIDE_TOTAL_NA_MG/L" -#> [140] "ALKALINITY, TOTAL_TOTAL_AS CACO3_UG/L" -#> [141] "PHEOPHYTIN A_TOTAL_NA_UG/L" -#> [142] "NICKEL_TOTAL_NA_UG/L" -#> [143] "LEAD_TOTAL_NA_UG/L" -#> [144] "CHROMIUM_TOTAL_NA_UG/L" -#> [145] "CHLOROPHYLL A_UNFILTERED_NA_UG/L" -#> [146] "CADMIUM_TOTAL_NA_UG/L" -#> [147] "ZINC_TOTAL_NA_UG/L" -#> [148] "HARDNESS, CA, MG_TOTAL_NA_UG/L" -#> [149] "TRUE COLOR_TOTAL_NA_PCU" -#> [150] "SELENIUM_TOTAL_NA_UG/L" -#> [151] "ORTHOPHOSPHATE_TOTAL_AS P_MG/L" -#> [152] "ORTHOPHOSPHATE_TOTAL RECOVERABLE_AS P_MG/L" -#> [153] "APPARENT COLOR_TOTAL_NA_PCU" -#> [154] "DEPTH_NA_NA_FT" -#> [155] "MERCURY_TOTAL_NA_UG/L" -#> [156] "MERCURY_DISSOLVED_NA_UG/L" -#> [157] "MERCURY_DISSOLVED_NA_NG/L" -#> [158] "MERCURY_TOTAL_NA_NG/L" -#> [159] "AMMONIA-NITROGEN_TOTAL_AS NH3_MG/L" -#> [160] "PERIPHYTON_NA_NA_G/M2" -#> [161] "ORTHOPHOSPHATE_TOTAL RECOVERABLE_AS P_UG/L" +#> [13] "ORTHOPHOSPHATE_UNFILTERED_AS P_UG/L" +#> [14] "DEPTH_NA_NA_M" +#> [15] "SPECIFIC CONDUCTANCE_NA_NA_US/CM" +#> [16] "TOTAL DISSOLVED SOLIDS_NA_NA_UG/L" +#> [17] "SALINITY_NA_NA_PSS" +#> [18] "DISSOLVED OXYGEN SATURATION_NA_NA_%" +#> [19] "ALKALINITY, TOTAL_TOTAL_NA_UG/L" +#> [20] "SULFATE_TOTAL_NA_UG/L" +#> [21] "AMMONIA_UNFILTERED_AS N_MG/L" +#> [22] "BIOCHEMICAL OXYGEN DEMAND, STANDARD CONDITIONS_TOTAL_NA_UG/L" +#> [23] "FLUORIDE_TOTAL_NA_UG/L" +#> [24] "CHROMIUM_TOTAL_NA_UG/L" +#> [25] "COPPER_TOTAL_NA_UG/L" +#> [26] "IRON_TOTAL_NA_UG/L" +#> [27] "MANGANESE_TOTAL_NA_UG/L" +#> [28] "SILICON_TOTAL_NA_UG/L" +#> [29] "HARDNESS, CARBONATE_TOTAL_NA_UG/L" +#> [30] "TOTAL HARDNESS_TOTAL_NA_UG/L" +#> [31] "CHEMICAL OXYGEN DEMAND_TOTAL_NA_UG/L" +#> [32] "DEPTH_NA_NA_IN" +#> [33] "TURBIDITY_TOTAL_NA_NTU" +#> [34] "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L" +#> [35] "CHLOROPHYLL A, CORRECTED FOR PHEOPHYTIN_SUSPENDED_NA_UG/L" +#> [36] "CONDUCTIVITY_NA_NA_US/CM" +#> [37] "DEPTH, SECCHI DISK DEPTH_NA_NA_FT" +#> [38] "STREAM STAGE_NA_NA_FT" +#> [39] "TRANSPARENCY, SECCHI TUBE WITH DISK_NA_NA_CM" +#> [40] "ICE THICKNESS_NA_NA_IN" +#> [41] "DEPTH, SNOW COVER_NA_NA_IN" +#> [42] "ORTHOPHOSPHATE_FILTERED_AS P_UG/L" +#> [43] "ALKALINITY, TOTAL_NA_NA_UG/L" +#> [44] "BAROMETRIC PRESSURE_NA_NA_G/M2" +#> [45] "TOTAL DISSOLVED SOLIDS_TOTAL_NA_UG/L" +#> [46] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_NA_UG/L" +#> [47] "NITRITE_UNFILTERED_AS N_MG/L" +#> [48] "NITRATE_UNFILTERED_AS N_MG/L" +#> [49] "KJELDAHL NITROGEN_TOTAL RECOVERABLE_NA_UG/L" +#> [50] "CHLOROPHYLL A_NA_NA_UG/L" +#> [51] "FLOW_TOTAL_NA_CFS" +#> [52] "COUNT_NA_NA_COUNT" +#> [53] "ARSENIC_DISSOLVED_NA_UG/L" +#> [54] "LEAD_DISSOLVED_NA_UG/L" +#> [55] "SELENIUM_TOTAL_NA_UG/L" +#> [56] "THALLIUM_DISSOLVED_NA_UG/L" +#> [57] "URANIUM_DISSOLVED_NA_UG/L" +#> [58] "ALUMINUM_DISSOLVED_NA_UG/L" +#> [59] "BERYLLIUM_DISSOLVED_NA_UG/L" +#> [60] "BORON_DISSOLVED_NA_UG/L" +#> [61] "CADMIUM_DISSOLVED_NA_UG/L" +#> [62] "COBALT_DISSOLVED_NA_UG/L" +#> [63] "COPPER_DISSOLVED_NA_UG/L" +#> [64] "IRON_DISSOLVED_NA_UG/L" +#> [65] "MAGNESIUM_DISSOLVED_NA_UG/L" +#> [66] "MANGANESE_DISSOLVED_NA_UG/L" +#> [67] "MOLYBDENUM_DISSOLVED_NA_UG/L" +#> [68] "NICKEL_DISSOLVED_NA_UG/L" +#> [69] "POTASSIUM_DISSOLVED_NA_UG/L" +#> [70] "SILVER_DISSOLVED_NA_UG/L" +#> [71] "SODIUM_DISSOLVED_NA_UG/L" +#> [72] "VANADIUM_DISSOLVED_NA_UG/L" +#> [73] "CALCIUM_DISSOLVED_NA_UG/L" +#> [74] "ZINC_DISSOLVED_NA_UG/L" +#> [75] "HARDNESS, CARBONATE_NA_AS CACO3_UG/L" +#> [76] "MERCURY_TOTAL_NA_UG/L" +#> [77] "P,P'-DDD_TOTAL_NA_UG/L" +#> [78] "P,P'-DDE_TOTAL_NA_UG/L" +#> [79] "P,P'-DDT_TOTAL_NA_UG/L" +#> [80] "ALDRIN_TOTAL_NA_UG/L" +#> [81] "BENZENE HEXACHLORIDE, ALPHA (BHC)_TOTAL_NA_UG/L" +#> [82] "CHLORDANE_TOTAL_NA_UG/L" +#> [83] "DIELDRIN_TOTAL_NA_UG/L" +#> [84] ".ALPHA.-ENDOSULFAN_TOTAL_NA_UG/L" +#> [85] ".BETA.-ENDOSULFAN_TOTAL_NA_UG/L" +#> [86] "ENDOSULFAN SULFATE_TOTAL_NA_UG/L" +#> [87] "ENDRIN_TOTAL_NA_UG/L" +#> [88] "ENDRIN ALDEHYDE_TOTAL_NA_UG/L" +#> [89] "BHC, .BETA.-BHC & .GAMMA.-BHC MIX, UNSPECIFIED_TOTAL_NA_UG/L" +#> [90] "HEPTACHLOR_TOTAL_NA_UG/L" +#> [91] "HEPTACHLOR EPOXIDE_TOTAL_NA_UG/L" +#> [92] "METHOXYCHLOR_TOTAL_NA_UG/L" +#> [93] "TOXAPHENE_TOTAL_NA_UG/L" +#> [94] "ALPHA PARTICLE_NA_NA_PCI/L" +#> [95] "RADIUM-226_NA_NA_PCI/L" +#> [96] "RADIUM-228_NA_NA_PCI/L" +#> [97] "TRITIUM_NA_NA_PCI/L" +#> [98] "BARIUM_DISSOLVED_NA_UG/L" +#> [99] "NITRATE + NITRITE_INORGANIC_AS NO3_UG/L" +#> [100] "TOTAL KJELDAHL NITROGEN (ORGANIC N & NH3)_UNFILTERED_AS N_MG/L" +#> [101] "NITRATE + NITRITE_FILTERED_AS N_MG/L" +#> [102] "TOTAL NITROGEN, MIXED FORMS_UNFILTERED_AS N_MG/L" +#> [103] "AMMONIA_FILTERED_AS N_MG/L" +#> [104] "TOTAL SUSPENDED SOLIDS_NON-FILTERABLE (PARTICLE)_NA_MG/L" +#> [105] "ORGANIC CARBON_DISSOLVED_NA_UG/L" +#> [106] "HARDNESS, CARBONATE_NA_NA_EQ/L" +#> [107] "VOLATILE SUSPENDED SOLIDS_TOTAL_NA_UG/L" +#> [108] "ARSENIC_TOTAL_NA_UG/L" +#> [109] "DEPTH, SECCHI DISK DEPTH_NA_NA_M" +#> [110] "CONDITION CLASS (DISSOLVED OXYGEN (DO))_NA_NA_%" +#> [111] "TEMPERATURE, SAMPLE_NA_NA_DEG C" +#> [112] "DISSOLVED OXYGEN UPTAKE_NA_NA_UG/L" +#> [113] "SPECIFIC CONDUCTANCE, CALCULATED/MEASURED RATIO_NA_NA_US/CM" +#> [114] "TURBIDITY FIELD_NA_NA_NTU" +#> [115] "ALKALINITY, TOTAL_TOTAL_AS CACO3_UG/L" +#> [116] "PHEOPHYTIN A_TOTAL_NA_UG/L" +#> [117] "NICKEL_TOTAL_NA_UG/L" +#> [118] "LEAD_TOTAL_NA_UG/L" +#> [119] "CHLOROPHYLL A_UNFILTERED_NA_UG/L" +#> [120] "CADMIUM_TOTAL_NA_UG/L" +#> [121] "ZINC_TOTAL_NA_UG/L" +#> [122] "HARDNESS, CA, MG_TOTAL_NA_UG/L" +#> [123] "TRUE COLOR_TOTAL_NA_PCU" +#> [124] "ORTHOPHOSPHATE_TOTAL RECOVERABLE_AS P_UG/L" +#> [125] "APPARENT COLOR_TOTAL_NA_PCU" +#> [126] "DEPTH_NA_NA_FT" +#> [127] "MERCURY_DISSOLVED_NA_UG/L" +#> [128] "PERIPHYTON_NA_NA_G/M2" # filter dataframe to only "TOTAL PHOSPHORUS, MIXED FORMS" TADAProfileCleanTP <- dplyr::filter(TADAProfileClean6, TADA.ComparableDataIdentifier == "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L") @@ -3549,7 +3481,7 @@

Parameter Level Filtering#> # A tibble: 1 × 23 #> TADA.ComparableDataIdentif…¹ Location_Count Measurement_Count Non_Detect_Count #> <chr> <int> <int> <int> -#> 1 TOTAL PHOSPHORUS, MIXED FOR… 134 1181 0 +#> 1 TOTAL PHOSPHORUS, MIXED FOR… 134 1190 1 #> # ℹ abbreviated name: ¹​TADA.ComparableDataIdentifier #> # ℹ 19 more variables: Non_Detect_Pct <dbl>, Non_Detect_Lvls <int>, #> # Over_Detect_Count <int>, Over_Detect_Pct <dbl>, UpperFence <dbl>, @@ -3563,14 +3495,14 @@

Parameter Level Filtering # view histogram TP_Histogram -
-

Generate interactive box plot.

+
+

Generate interactive box plot.

 TP_Boxplot <- TADA::TADA_Boxplot(TADAProfileCleanTP, id_cols = "TADA.ComparableDataIdentifier")
 
 TP_Boxplot
-
-

Generate interactive scatterplot.

+
+

Generate interactive scatterplot.

 TADAProfileCleanTP_dailymax <- TADA_AggregateMeasurements(TADAProfileCleanTP,
   agg_fun = c("max"),
@@ -3579,13 +3511,13 @@ 
Parameter Level Filtering#> [1] "Aggregation results:"
 #> 
 #>           No aggregation needed Selected as max aggregate value 
-#>                            1047                              67
+#>                            1056                              67
 
 TP_Scatterplot <- TADA::TADA_Scatterplot(TADAProfileCleanTP_dailymax, id_cols = "TADA.ComparableDataIdentifier")
 
 TP_Scatterplot
-
- +
+

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articles/TADAModule1_files/plotly-binding-4.10.3/plotly.js rename to articles/TADAModule1_files/plotly-binding-4.10.4/plotly.js diff --git a/articles/TADATrainingShepherdstown.html b/articles/TADATrainingShepherdstown.html index cbe0e461..6b40c8c8 100644 --- a/articles/TADATrainingShepherdstown.html +++ b/articles/TADATrainingShepherdstown.html @@ -74,7 +74,7 @@

TADA R Package Training: A Markdown for Shepherdstown

TADA Team

-

2024-01-10

+

2024-01-16

Source: vignettes/TADATrainingShepherdstown.Rmd
TADATrainingShepherdstown.Rmd
diff --git a/articles/WQXValidationService.html b/articles/WQXValidationService.html index e79d40ab..f33edaeb 100644 --- a/articles/WQXValidationService.html +++ b/articles/WQXValidationService.html @@ -74,7 +74,7 @@

WQX QAQC Service User Guide

TADA Team

-

2024-01-10

+

2024-01-16

Source: vignettes/WQXValidationService.Rmd
WQXValidationService.Rmd
diff --git a/pkgdown.yml b/pkgdown.yml index 15b79dc3..f99fa49a 100644 --- a/pkgdown.yml +++ b/pkgdown.yml @@ -6,7 +6,7 @@ articles: TADAModule1: TADAModule1.html TADATrainingShepherdstown: TADATrainingShepherdstown.html WQXValidationService: WQXValidationService.html -last_built: 2024-01-10T15:07Z +last_built: 2024-01-16T15:28Z urls: reference: usepa.github.io/TADA/reference article: usepa.github.io/TADA/articles diff --git a/reference/TADA_Boxplot.html b/reference/TADA_Boxplot.html index 144c28dc..00ac15e6 100644 --- a/reference/TADA_Boxplot.html +++ b/reference/TADA_Boxplot.html @@ -2,7 +2,7 @@ Create Boxplot(s) — TADA_Boxplot • TADA + Skip to contents @@ -99,20 +99,20 @@

Examplesdf <- dplyr::filter(Data_6Tribes_5y_Harmonized, TADA.ComparableDataIdentifier == "TOTAL PHOSPHORUS, MIXED FORMS_UNFILTERED_AS P_UG/L") # Generate single boxplot TADA_Boxplot(df, id_cols = "TADA.ComparableDataIdentifier") -
- +
+ # Create multiple boxplots with additional grouping columns and view the first # plot in list. In this example, we will group data in the input dataframe # by both the TADA.ComparableDataIdentifier and the OrganizationIdentifier Boxplots_TPbyOrg <- TADA_Boxplot(df, id_cols = c("TADA.ComparableDataIdentifier", "OrganizationIdentifier")) # This example generates 4 box plots. Boxplots_TPbyOrg[[1]] -
-Boxplots_TPbyOrg[[2]] -
-Boxplots_TPbyOrg[[3]] -
- +
+Boxplots_TPbyOrg[[2]] +
+Boxplots_TPbyOrg[[3]] +
+ # Create multiple boxplots with additional grouping columns and view the first # plot in list. In this example, we will group data in the input dataframe # by both the TADA.ComparableDataIdentifier and the MonitoringLocationTypeName @@ -123,12 +123,12 @@

Examples#> [1] "Plotting function removed 2635 results where TADA.ResultMeasureValue = NA. These results cannot be plotted." # This example generates 45 box plots. Boxplot_output[[2]] -
-Boxplot_output[[25]] -
-Boxplot_output[[40]] -
- +
+Boxplot_output[[25]] +
+Boxplot_output[[40]] +
+