Comparison Report: old – data1 vs. new – data2
- 1 Variable: dom_wdir_0110_hk
- 2 Overview: Mean‐Difference & Bland–Altman Summary
- 3 Variable: dom_wdir_1120_hk
- 4 Overview: Mean‐Difference & Bland–Altman Summary
- 5 Variable: dom_wdir_3039_hk
- 6 Overview: Mean‐Difference & Bland–Altman Summary
- 7 Variable: dom_wdir_4049_hk
- 8 Overview: Mean‐Difference & Bland–Altman Summary
- 9 Variable: dp_0110_hk
- 10 Overview: Mean‐Difference & Bland–Altman Summary
- 11 Variable: dp_1120_hk
- 12 Overview: Mean‐Difference & Bland–Altman Summary
- 13 Variable: dp_3039_hk
- 14 Overview: Mean‐Difference & Bland–Altman Summary
- 15 Variable: dp_4049_hk
- 16 Overview: Mean‐Difference & Bland–Altman Summary
- 17 Variable: rh2_0110_hk_dailymean
- 18 Overview: Mean‐Difference & Bland–Altman Summary
- 19 Variable: rh2_1120_hk_dailymean
- 20 Overview: Mean‐Difference & Bland–Altman Summary
- 21 Variable: rh2_3039_hk_dailymean
- 22 Overview: Mean‐Difference & Bland–Altman Summary
- 23 Variable: rh2_4049_hk_dailymean
- 24 Overview: Mean‐Difference & Bland–Altman Summary
- 25 Variable: sr_0110_hk_dailymean
- 26 Overview: Mean‐Difference & Bland–Altman Summary
- 27 Variable: sr_1120_hk_dailymean
- 28 Overview: Mean‐Difference & Bland–Altman Summary
- 29 Variable: sr_3039_hk_dailymean
- 30 Overview: Mean‐Difference & Bland–Altman Summary
- 31 Variable: sr_4049_hk_dailymean
- 32 Overview: Mean‐Difference & Bland–Altman Summary
- 33 Variable: t2_0110_hk_dailymax
- 34 Overview: Mean‐Difference & Bland–Altman Summary
- 35 Variable: t2_0110_hk_dailymean
- 36 Overview: Mean‐Difference & Bland–Altman Summary
- 37 Variable: t2_0110_hk_dailymin
- 38 Overview: Mean‐Difference & Bland–Altman Summary
- 39 Variable: t2_1120_hk_dailymax
- 40 Overview: Mean‐Difference & Bland–Altman Summary
- 41 Variable: t2_1120_hk_dailymean
- 42 Overview: Mean‐Difference & Bland–Altman Summary
- 43 Variable: t2_1120_hk_dailymin
- 44 Overview: Mean‐Difference & Bland–Altman Summary
- 45 Variable: t2_3039_hk_dailymax
- 46 Overview: Mean‐Difference & Bland–Altman Summary
- 47 Variable: t2_3039_hk_dailymean
- 48 Overview: Mean‐Difference & Bland–Altman Summary
- 49 Variable: t2_3039_hk_dailymin
- 50 Overview: Mean‐Difference & Bland–Altman Summary
- 51 Variable: t2_4049_hk_dailymax
- 52 Overview: Mean‐Difference & Bland–Altman Summary
- 53 Variable: t2_4049_hk_dailymean
- 54 Overview: Mean‐Difference & Bland–Altman Summary
- 55 Variable: t2_4049_hk_dailymin
- 56 Overview: Mean‐Difference & Bland–Altman Summary
- 57 Variable: wsp_0110_hk_dailymax
- 58 Overview: Mean‐Difference & Bland–Altman Summary
- 59 Variable: wsp_0110_hk_dailymean
- 60 Overview: Mean‐Difference & Bland–Altman Summary
- 61 Variable: wsp_1120_hk_dailymax
- 62 Overview: Mean‐Difference & Bland–Altman Summary
- 63 Variable: wsp_1120_hk_dailymean
- 64 Overview: Mean‐Difference & Bland–Altman Summary
- 65 Variable: wsp_3039_hk_dailymax
- 66 Overview: Mean‐Difference & Bland–Altman Summary
- 67 Variable: wsp_3039_hk_dailymean
- 68 Overview: Mean‐Difference & Bland–Altman Summary
- 69 Variable: wsp_4049_hk_dailymax
- 70 Overview: Mean‐Difference & Bland–Altman Summary
- 71 Variable: wsp_4049_hk_dailymean
- 72 Overview: Mean‐Difference & Bland–Altman Summary
1 Variable: dom_wdir_0110_hk
1.1 Summary Statistics for dom_wdir_0110_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 115.7829 | 68.5669 | 0 | 67.5 | 67.5 | 180 | 337.5 | 33.3585 | 112.5 | 0.5922022 | 0.6464576 | 0.040511 | -0.6711730 | 3653 | 3653 | 100 |
| old | 117.3597 | 67.4739 | 0 | 67.5 | 90.0 | 180 | 337.5 | 66.7170 | 112.5 | 0.5749324 | 0.5025496 | 0.040511 | -0.8299882 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 6 | 0.1642486 | 0.1642486 | 0.1642486 | 0.1642486 |
| 22.5 | 141 | 3.8598412 | 4.0240898 | 3.8598412 | 4.0240898 |
| 45 | 510 | 13.9611278 | 17.9852176 | 13.9611278 | 17.9852176 |
| 67.5 | 1046 | 28.6339995 | 46.6192171 | 28.6339995 | 46.6192171 |
| 90 | 311 | 8.5135505 | 55.1327676 | 8.5135505 | 55.1327676 |
| 112.5 | 102 | 2.7922256 | 57.9249932 | 2.7922256 | 57.9249932 |
c) Data Description
1.2 Data Frame Summary
1.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 3492
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 117.4 (67.5) min < med < max: 0 < 90 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 115.8 (68.6) min < med < max: 0 < 67.5 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 2630
-----------------------------
First 10 of 2630 rows are shown in table below
=========================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
-----------------------------------------
value 5 45.0 67.5
value 7 67.5 90.0
value 11 112.5 67.5
value 12 157.5 67.5
value 13 180.0 45.0
value 20 90.0 67.5
value 24 22.5 67.5
value 25 67.5 202.5
value 26 67.5 45.0
value 29 45.0 67.5
-----------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 2630
Number of observations with all compared variables equal 1023
Number of values unequal 2630
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 2630 0
Table: Differences detected (2620 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-05 45 67.5 5 5
value value 2001-01-07 67.5 90 7 7
value value 2001-01-11 112.5 67.5 11 11
value value 2001-01-12 157.5 67.5 12 12
value value 2001-01-13 180 45 13 13
value value 2001-01-20 90 67.5 20 20
value value 2001-01-24 22.5 67.5 24 24
value value 2001-01-25 67.5 202.5 25 25
value value 2001-01-26 67.5 45 26 26
value value 2001-01-29 45 67.5 29 29
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
1.3 Plots for dom_wdir_0110_hk
1.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -136.5791927 |
| Mean diff (bias) | 1.5767862 |
| Upper 95% LoA | 139.7327651 |
| • LoA lower | -136.5791927 |
| • Mean diff | 1.5767862 |
| • LoA upper | 139.7327651 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.7097645 |
| • Mean diff, CI upper | 3.8633369 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -140.5396146 |
| • LoA lower, CI upper | -132.6187708 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 135.7723432 |
| • LoA upper, CI upper | 143.6931870 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 138.1559789 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.262136 |
| SD % of Diff | 58.910999 |
| Lower 95% LoA (%) | -114.203422 |
| Upper 95% LoA (%) | 116.727695 |
1.3.0.2 Bland–Altman Plots
NULL
2 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dom_wdir_0110_hk | 3653 | 11.25 – 315.00 | 1.58 (-0.71 – 3.86) | 1.58 (-136.58 – 139.73) | ± 5.83 | Passed |
3 Variable: dom_wdir_1120_hk
3.1 Summary Statistics for dom_wdir_1120_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 116.1330 | 68.20437 | 0 | 67.5 | 67.5 | 180 | 337.5 | 33.3585 | 112.5 | 0.5872954 | 0.6238118 | 0.0405054 | -0.7608857 | 3654 | 3654 | 100 |
| old | 118.7192 | 67.94389 | 0 | 67.5 | 90.0 | 180 | 337.5 | 66.7170 | 112.5 | 0.5723074 | 0.4557527 | 0.0405054 | -0.9346994 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 14 | 0.3831418 | 0.3831418 | 0.3831418 | 0.3831418 |
| 22.5 | 139 | 3.8040504 | 4.1871921 | 3.8040504 | 4.1871921 |
| 45 | 468 | 12.8078818 | 16.9950739 | 12.8078818 | 16.9950739 |
| 67.5 | 1048 | 28.6808976 | 45.6759715 | 28.6808976 | 45.6759715 |
| 90 | 327 | 8.9490969 | 54.6250684 | 8.9490969 | 54.6250684 |
| 112.5 | 113 | 3.0925014 | 57.7175698 | 3.0925014 | 57.7175698 |
c) Data Description
3.2 Data Frame Summary
3.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 3489
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 118.7 (67.9) min < med < max: 0 < 90 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 116.1 (68.2) min < med < max: 0 < 67.5 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 2631
-----------------------------
First 10 of 2631 rows are shown in table below
=========================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
-----------------------------------------
value 1 135.0 67.5
value 2 135.0 67.5
value 3 157.5 45.0
value 4 157.5 67.5
value 5 90.0 67.5
value 6 112.5 45.0
value 7 67.5 45.0
value 11 67.5 45.0
value 13 22.5 67.5
value 14 22.5 67.5
-----------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 2631
Number of observations with all compared variables equal 1023
Number of values unequal 2631
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 2631 0
Table: Differences detected (2621 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 135 67.5 1 1
value value 2011-01-02 135 67.5 2 2
value value 2011-01-03 157.5 45 3 3
value value 2011-01-04 157.5 67.5 4 4
value value 2011-01-05 90 67.5 5 5
value value 2011-01-06 112.5 45 6 6
value value 2011-01-07 67.5 45 7 7
value value 2011-01-11 67.5 45 11 11
value value 2011-01-13 22.5 67.5 13 13
value value 2011-01-14 22.5 67.5 14 14
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
3.3 Plots for dom_wdir_1120_hk
3.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -138.2524630 |
| Mean diff (bias) | 2.5862069 |
| Upper 95% LoA | 143.4248768 |
| • LoA lower | -138.2524630 |
| • Mean diff | 2.5862069 |
| • LoA upper | 143.4248768 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.2555756 |
| • Mean diff, CI upper | 4.9168382 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -142.2892349 |
| • LoA lower, CI upper | -134.2156911 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 139.3881049 |
| • LoA upper, CI upper | 147.4616487 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 140.8386699 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.736505 |
| SD % of Diff | 60.614976 |
| Lower 95% LoA (%) | -117.068849 |
| Upper 95% LoA (%) | 120.541858 |
3.3.0.2 Bland–Altman Plots
NULL
4 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dom_wdir_1120_hk | 3654 | 22.50 – 315.00 | 2.59 (0.26 – 4.92) | 2.59 (-138.25 – 143.42) | ± 5.87 | Passed |
5 Variable: dom_wdir_3039_hk
5.1 Summary Statistics for dom_wdir_3039_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 115.7275 | 68.66146 | 0 | 67.5 | 90 | 180 | 337.5 | 66.717 | 112.5 | 0.5933029 | 0.5371342 | 0.040511 | -0.8290547 | 3653 | 3653 | 100 |
| old | 115.7275 | 68.66146 | 0 | 67.5 | 90 | 180 | 337.5 | 66.717 | 112.5 | 0.5933029 | 0.5371342 | 0.040511 | -0.8290547 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 6 | 0.1642486 | 0.1642486 | 0.1642486 | 0.1642486 |
| 22.5 | 175 | 4.7905831 | 4.9548316 | 4.7905831 | 4.9548316 |
| 45 | 546 | 14.9466192 | 19.9014509 | 14.9466192 | 19.9014509 |
| 67.5 | 1046 | 28.6339995 | 48.5354503 | 28.6339995 | 48.5354503 |
| 90 | 279 | 7.6375582 | 56.1730085 | 7.6375582 | 56.1730085 |
| 112.5 | 106 | 2.9017246 | 59.0747331 | 2.9017246 | 59.0747331 |
c) Data Description
5.2 Data Frame Summary
5.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 3637
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 115.7 (68.7) min < med < max: 0 < 90 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 115.7 (68.7) min < med < max: 0 < 90 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3653
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
5.3 Plots for dom_wdir_3039_hk
5.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
5.3.0.2 Bland–Altman Plots
NULL
6 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dom_wdir_3039_hk | 3653 | 0.00 – 337.50 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 5.79 | Passed |
7 Variable: dom_wdir_4049_hk
7.1 Summary Statistics for dom_wdir_4049_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 116.0653 | 68.26583 | 0 | 67.5 | 90 | 180 | 337.5 | 66.717 | 112.5 | 0.5881676 | 0.5002544 | 0.0405054 | -0.8579264 | 3654 | 3654 | 100 |
| old | 116.0653 | 68.26583 | 0 | 67.5 | 90 | 180 | 337.5 | 66.717 | 112.5 | 0.5881676 | 0.5002544 | 0.0405054 | -0.8579264 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 11 | 0.301040 | 0.301040 | 0.301040 | 0.301040 |
| 22.5 | 181 | 4.953476 | 5.254516 | 4.953476 | 5.254516 |
| 45 | 523 | 14.313082 | 19.567597 | 14.313082 | 19.567597 |
| 67.5 | 1012 | 27.695676 | 47.263273 | 27.695676 | 47.263273 |
| 90 | 326 | 8.921730 | 56.185003 | 8.921730 | 56.185003 |
| 112.5 | 96 | 2.627258 | 58.812261 | 2.627258 | 58.812261 |
c) Data Description
7.2 Data Frame Summary
7.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 3638
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 116.1 (68.3) min < med < max: 0 < 90 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 116.1 (68.3) min < med < max: 0 < 90 < 337.5 IQR (CV) : 112.5 (0.6) |
16 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3654
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
7.3 Plots for dom_wdir_4049_hk
7.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
7.3.0.2 Bland–Altman Plots
NULL
8 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dom_wdir_4049_hk | 3654 | 0.00 – 337.50 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 5.80 | Passed |
9 Variable: dp_0110_hk
9.1 Summary Statistics for dp_0110_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 5.302148 | 21.11514 | 0 | 0 | 0 | 0.2317352 | 369.4751 | 0 | 0.2317352 | 3.982375 | 7.960482 | 0.040511 | 89.41660 | 3653 | 3653 | 100 |
| old | 3.775831 | 14.31112 | 0 | 0 | 0 | 0.1465588 | 196.0581 | 0 | 0.1465588 | 3.790190 | 6.305189 | 0.040511 | 50.45361 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 2265 | 62.0038325 | 62.00383 | 62.0038325 | 62.00383 |
| 2.94980440074255e-09 | 1 | 0.0273748 | 62.03121 | 0.0273748 | 62.03121 |
| 2.11542519057417e-08 | 1 | 0.0273748 | 62.05858 | 0.0273748 | 62.05858 |
| 4.09629485886853e-08 | 1 | 0.0273748 | 62.08596 | 0.0273748 | 62.08596 |
| 9.99019050595962e-07 | 1 | 0.0273748 | 62.11333 | 0.0273748 | 62.11333 |
| 1.75237655639648e-05 | 1 | 0.0273748 | 62.14071 | 0.0273748 | 62.14071 |
c) Data Description
9.2 Data Frame Summary
9.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 1482
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 3.8 (14.3) min < med < max: 0 < 0 < 196.1 IQR (CV) : 0.1 (3.8) |
1379 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 5.3 (21.1) min < med < max: 0 < 0 < 369.5 IQR (CV) : 0.2 (4) |
1426 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 2182
-----------------------------
First 10 of 2182 rows are shown in table below
====================================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
----------------------------------------------------
value 1 2.105549807 0.000000e+00
value 2 0.066749573 5.680893e-04
value 3 0.002994299 0.000000e+00
value 4 0.003677845 0.000000e+00
value 5 0.003367901 0.000000e+00
value 6 0.000000000 7.689028e-05
value 7 0.168992043 0.000000e+00
value 8 0.000000000 3.585592e-08
value 11 0.005621195 0.000000e+00
value 12 0.071957827 0.000000e+00
----------------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 2182
Number of observations with all compared variables equal 1471
Number of values unequal 2182
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 2182 0
Table: Differences detected (2172 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- ------------ ------------- ------ ------
value value 2001-01-01 2.10555 0 1 1
value value 2001-01-02 0.06674957 0.0005680893 2 2
value value 2001-01-03 0.002994299 0 3 3
value value 2001-01-04 0.003677845 0 4 4
value value 2001-01-05 0.003367901 0 5 5
value value 2001-01-06 0 7.689028e-05 6 6
value value 2001-01-07 0.168992 0 7 7
value value 2001-01-08 0 3.585592e-08 8 8
value value 2001-01-11 0.005621195 0 11 11
value value 2001-01-12 0.07195783 0 12 12
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
9.3 Plots for dp_0110_hk
9.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -50.5887499 |
| Mean diff (bias) | -1.5263165 |
| Upper 95% LoA | 47.5361169 |
| • LoA lower | -50.5887499 |
| • Mean diff | -1.5263165 |
| • LoA upper | 47.5361169 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -2.3383243 |
| • Mean diff, CI upper | -0.7143086 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -51.9951888 |
| • LoA lower, CI upper | -49.1823111 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 46.1296781 |
| • LoA upper, CI upper | 48.9425558 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 49.0624334 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -5.301921 |
| SD % of Diff | 188.215401 |
| Lower 95% LoA (%) | -374.204107 |
| Upper 95% LoA (%) | 363.600265 |
9.3.0.2 Bland–Altman Plots
NULL
10 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dp_0110_hk | 3653 | 0.00 – 184.74 | -1.53 (-2.34 – -0.71) | -1.53 (-50.59 – 47.54) | ± 0.23 | ⚠ | Failed |
11 Variable: dp_1120_hk
11.1 Summary Statistics for dp_1120_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 5.427058 | 19.44654 | 0 | 0 | 0 | 0.2935791 | 236.6367 | 0 | 0.2935486 | 3.583256 | 5.928625 | 0.0405054 | 44.69339 | 3654 | 3654 | 100 |
| old | 4.622034 | 18.86745 | 0 | 0 | 0 | 0.1882935 | 294.1793 | 0 | 0.1880035 | 4.082066 | 7.041253 | 0.0405054 | 64.29357 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 2237 | 61.2205802 | 61.22058 | 61.2205802 | 61.22058 |
| 2.12702655488783e-08 | 1 | 0.0273673 | 61.24795 | 0.0273673 | 61.24795 |
| 2.11788574233651e-07 | 1 | 0.0273673 | 61.27531 | 0.0273673 | 61.27531 |
| 4.49479557573795e-07 | 1 | 0.0273673 | 61.30268 | 0.0273673 | 61.30268 |
| 3.82667894882616e-06 | 1 | 0.0273673 | 61.33005 | 0.0273673 | 61.33005 |
| 6.19888305664062e-06 | 1 | 0.0273673 | 61.35742 | 0.0273673 | 61.35742 |
c) Data Description
11.2 Data Frame Summary
11.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 1447
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 4.6 (18.9) min < med < max: 0 < 0 < 294.2 IQR (CV) : 0.2 (4.1) |
1409 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 5.4 (19.4) min < med < max: 0 < 0 < 236.6 IQR (CV) : 0.3 (3.6) |
1413 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 2211
-----------------------------
First 10 of 2211 rows are shown in table below
=====================================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
-----------------------------------------------------
value 1 6.934000e-05 0.0000000000
value 2 1.233341e-04 0.0000000000
value 3 0.000000e+00 0.0001784794
value 4 4.068172e-04 0.0000000000
value 5 5.465720e-03 0.0000000000
value 6 3.840672e-02 0.0000000000
value 7 1.606409e-02 0.0000000000
value 8 4.910045e-02 0.0000000000
value 9 1.209695e+01 0.0000000000
value 11 0.000000e+00 0.0194057104
-----------------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 2211
Number of observations with all compared variables equal 1443
Number of values unequal 2211
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 2211 0
Table: Differences detected (2201 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- ------------- ------------- ------ ------
value value 2011-01-01 6.934e-05 0 1 1
value value 2011-01-02 0.0001233341 0 2 2
value value 2011-01-03 0 0.0001784794 3 3
value value 2011-01-04 0.0004068172 0 4 4
value value 2011-01-05 0.00546572 0 5 5
value value 2011-01-06 0.03840672 0 6 6
value value 2011-01-07 0.01606409 0 7 7
value value 2011-01-08 0.04910045 0 8 8
value value 2011-01-09 12.09695 0 9 9
value value 2011-01-11 0 0.01940571 11 11
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
11.3 Plots for dp_1120_hk
11.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -52.5970240 |
| Mean diff (bias) | -0.8050239 |
| Upper 95% LoA | 50.9869761 |
| • LoA lower | -52.5970240 |
| • Mean diff | -0.8050239 |
| • LoA upper | 50.9869761 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -1.6620901 |
| • Mean diff, CI upper | 0.0520422 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -54.0815061 |
| • LoA lower, CI upper | -51.1125418 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 49.5024940 |
| • LoA upper, CI upper | 52.4714582 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 51.7920000 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -5.220681 |
| SD % of Diff | 189.222555 |
| Lower 95% LoA (%) | -376.096889 |
| Upper 95% LoA (%) | 365.655527 |
11.3.0.2 Bland–Altman Plots
NULL
12 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dp_1120_hk | 3654 | 0.00 – 148.67 | -0.81 (-1.66 – 0.05) | -0.81 (-52.60 – 50.99) | ± 0.25 | ⚠ | Failed |
13 Variable: dp_3039_hk
13.1 Summary Statistics for dp_3039_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 5.402335 | 19.93612 | 0 | 0 | 0 | 0.2901611 | 368.1424 | 0 | 0.2901611 | 3.690278 | 6.86395 | 0.040511 | 68.94513 | 3653 | 3653 | 100 |
| old | 5.402335 | 19.93612 | 0 | 0 | 0 | 0.2901611 | 368.1424 | 0 | 0.2901611 | 3.690278 | 6.86395 | 0.040511 | 68.94513 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 2171 | 59.4306050 | 59.43060 | 59.4306050 | 59.43060 |
| 8.73114913702011e-11 | 1 | 0.0273748 | 59.45798 | 0.0273748 | 59.45798 |
| 3.78349795937538e-10 | 1 | 0.0273748 | 59.48535 | 0.0273748 | 59.48535 |
| 8.1199686974287e-09 | 1 | 0.0273748 | 59.51273 | 0.0273748 | 59.51273 |
| 1.04850146342983e-08 | 1 | 0.0273748 | 59.54010 | 0.0273748 | 59.54010 |
| 1.65600795298815e-08 | 1 | 0.0273748 | 59.56748 | 0.0273748 | 59.56748 |
c) Data Description
13.2 Data Frame Summary
13.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 2181
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 5.4 (19.9) min < med < max: 0 < 0 < 368.1 IQR (CV) : 0.3 (3.7) |
1472 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 5.4 (19.9) min < med < max: 0 < 0 < 368.1 IQR (CV) : 0.3 (3.7) |
1472 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3653
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
13.3 Plots for dp_3039_hk
13.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
13.3.0.2 Bland–Altman Plots
NULL
14 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dp_3039_hk | 3653 | 0.00 – 368.14 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 0.27 | Passed |
15 Variable: dp_4049_hk
15.1 Summary Statistics for dp_4049_hk
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 4.800692 | 18.34902 | 0 | 0 | 0 | 0.187561 | 327.2234 | 0 | 0.1875458 | 3.822162 | 6.676066 | 0.0405054 | 61.89721 | 3654 | 3654 | 100 |
| old | 4.800692 | 18.34902 | 0 | 0 | 0 | 0.187561 | 327.2234 | 0 | 0.1875458 | 3.822162 | 6.676066 | 0.0405054 | 61.89721 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 2215 | 60.6185003 | 60.61850 | 60.6185003 | 60.61850 |
| 1.69742653266525e-09 | 1 | 0.0273673 | 60.64587 | 0.0273673 | 60.64587 |
| 1.35769369080663e-08 | 1 | 0.0273673 | 60.67323 | 0.0273673 | 60.67323 |
| 1.29221007227898e-07 | 1 | 0.0273673 | 60.70060 | 0.0273673 | 60.70060 |
| 9.26665961742401e-07 | 1 | 0.0273673 | 60.72797 | 0.0273673 | 60.72797 |
| 1.491978764534e-06 | 1 | 0.0273673 | 60.75534 | 0.0273673 | 60.75534 |
c) Data Description
15.2 Data Frame Summary
15.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 2223
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 4.8 (18.3) min < med < max: 0 < 0 < 327.2 IQR (CV) : 0.2 (3.8) |
1431 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 4.8 (18.3) min < med < max: 0 < 0 < 327.2 IQR (CV) : 0.2 (3.8) |
1431 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3654
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
15.3 Plots for dp_4049_hk
15.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
15.3.0.2 Bland–Altman Plots
NULL
16 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| dp_4049_hk | 3654 | 0.00 – 327.22 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 0.24 | Passed |
17 Variable: rh2_0110_hk_dailymean
17.1 Summary Statistics for rh2_0110_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 75.06848 | 13.03343 | 15.97511 | 69.35468 | 78.61131 | 84.05946 | 97.53732 | 9.634208 | 14.70478 | 0.1736206 | -1.327343 | 0.040511 | 1.783914 | 3653 | 3653 | 100 |
| old | 74.42706 | 13.02972 | 19.22553 | 69.59410 | 77.87397 | 83.11852 | 94.56817 | 9.297695 | 13.52442 | 0.1750669 | -1.401431 | 0.040511 | 1.989630 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 19.2255268096924 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 19.3160419464111 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 19.3871555328369 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 20.646068572998 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 21.6123447418213 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 22.3203220367432 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
17.2 Data Frame Summary
17.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 74.4 (13) min < med < max: 19.2 < 77.9 < 94.6 IQR (CV) : 13.5 (0.2) |
3649 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 75.1 (13) min < med < max: 16 < 78.6 < 97.5 IQR (CV) : 14.7 (0.2) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 74.96014 68.01212
value 2 69.16755 71.90606
value 3 79.27076 69.59426
value 4 72.42581 79.20979
value 5 65.53190 77.14974
value 6 73.75607 78.37157
value 7 73.72114 79.96895
value 8 73.87132 87.66733
value 9 74.96175 69.49479
value 10 69.68228 66.99360
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 74.96014 68.01212 1 1
value value 2001-01-02 69.16755 71.90606 2 2
value value 2001-01-03 79.27076 69.59426 3 3
value value 2001-01-04 72.42581 79.20979 4 4
value value 2001-01-05 65.5319 77.14974 5 5
value value 2001-01-06 73.75607 78.37157 6 6
value value 2001-01-07 73.72114 79.96895 7 7
value value 2001-01-08 73.87132 87.66733 8 8
value value 2001-01-09 74.96175 69.49479 9 9
value value 2001-01-10 69.68228 66.9936 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
17.3 Plots for rh2_0110_hk_dailymean
17.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -30.4717581 |
| Mean diff (bias) | -0.6414257 |
| Upper 95% LoA | 29.1889067 |
| • LoA lower | -30.4717581 |
| • Mean diff | -0.6414257 |
| • LoA upper | 29.1889067 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -1.1351327 |
| • Mean diff, CI upper | -0.1477188 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -31.3268836 |
| • LoA lower, CI upper | -29.6166326 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 28.3337812 |
| • LoA upper, CI upper | 30.0440322 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 29.8303324 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -0.9010542 |
| SD % of Diff | 24.4987557 |
| Lower 95% LoA (%) | -48.9186153 |
| Upper 95% LoA (%) | 47.1165069 |
17.3.0.2 Bland–Altman Plots
NULL
18 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| rh2_0110_hk_dailymean | 3653 | 23.50 – 94.17 | -0.64 (-1.14 – -0.15) | -0.64 (-30.47 – 29.19) | ± 3.74 | Passed |
19 Variable: rh2_1120_hk_dailymean
19.1 Summary Statistics for rh2_1120_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 75.60026 | 12.58284 | 20.96463 | 70.02106 | 79.11422 | 84.26879 | 96.48122 | 9.309148 | 14.24194 | 0.1664391 | -1.370504 | 0.0405054 | 1.952801 | 3654 | 3654 | 100 |
| old | 74.82017 | 12.71619 | 18.37555 | 70.18932 | 78.00325 | 83.05035 | 94.96058 | 8.936587 | 12.85948 | 0.1699567 | -1.493262 | 0.0405054 | 2.565071 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 18.375545501709 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 19.7308807373047 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 20.3837394714355 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 21.1724147796631 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 21.2088508605957 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 21.688117980957 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
19.2 Data Frame Summary
19.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 74.8 (12.7) min < med < max: 18.4 < 78 < 95 IQR (CV) : 12.9 (0.2) |
3653 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 75.6 (12.6) min < med < max: 21 < 79.1 < 96.5 IQR (CV) : 14.2 (0.2) |
3652 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 73.82928 49.31143
value 2 76.72507 70.79963
value 3 79.42121 62.30132
value 4 82.16486 65.69862
value 5 83.41061 73.06001
value 6 85.08764 62.13954
value 7 76.15482 53.20089
value 8 82.60468 49.96243
value 9 79.60256 44.25022
value 10 56.59325 43.72358
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 73.82928 49.31143 1 1
value value 2011-01-02 76.72507 70.79963 2 2
value value 2011-01-03 79.42121 62.30132 3 3
value value 2011-01-04 82.16486 65.69862 4 4
value value 2011-01-05 83.41061 73.06001 5 5
value value 2011-01-06 85.08764 62.13954 6 6
value value 2011-01-07 76.15482 53.20089 7 7
value value 2011-01-08 82.60468 49.96243 8 8
value value 2011-01-09 79.60256 44.25022 9 9
value value 2011-01-10 56.59325 43.72358 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
19.3 Plots for rh2_1120_hk_dailymean
19.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -31.0949543 |
| Mean diff (bias) | -0.7800924 |
| Upper 95% LoA | 29.5347694 |
| • LoA lower | -31.0949543 |
| • Mean diff | -0.7800924 |
| • LoA upper | 29.5347694 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -1.2817499 |
| • Mean diff, CI upper | -0.2784350 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -31.9638504 |
| • LoA lower, CI upper | -30.2260581 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 28.6658732 |
| • LoA upper, CI upper | 30.4036656 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 30.3148618 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -1.116384 |
| SD % of Diff | 24.626669 |
| Lower 95% LoA (%) | -49.384654 |
| Upper 95% LoA (%) | 47.151887 |
19.3.0.2 Bland–Altman Plots
NULL
20 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| rh2_1120_hk_dailymean | 3654 | 26.31 – 93.93 | -0.78 (-1.28 – -0.28) | -0.78 (-31.09 – 29.53) | ± 3.76 | Passed |
21 Variable: rh2_3039_hk_dailymean
21.1 Summary Statistics for rh2_3039_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 74.85131 | 13.00376 | 22.94040 | 68.97301 | 78.51366 | 83.82149 | 97.78423 | 9.829064 | 14.84848 | 0.1737278 | -1.256040 | 0.040511 | 1.468256 | 3653 | 3653 | 100 |
| old | 74.12824 | 13.03860 | 20.03579 | 68.46468 | 77.80502 | 83.00486 | 97.01236 | 9.585524 | 14.54018 | 0.1758924 | -1.335414 | 0.040511 | 1.796331 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 20.0357894897461 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 21.75390625 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 22.0488815307617 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 22.8477725982666 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 22.8717880249023 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 23.219841003418 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
21.2 Data Frame Summary
21.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 74.1 (13) min < med < max: 20 < 77.8 < 97 IQR (CV) : 14.5 (0.2) |
3651 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 74.9 (13) min < med < max: 22.9 < 78.5 < 97.8 IQR (CV) : 14.8 (0.2) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 47.90015 48.81128
value 2 65.52980 65.77574
value 3 75.94912 76.56420
value 4 81.05624 81.94652
value 5 81.42435 82.26512
value 6 82.32220 83.17104
value 7 77.82255 78.52897
value 8 84.64996 85.46972
value 9 89.98816 90.88021
value 10 86.82070 87.59491
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2030-01-01 47.90015 48.81128 1 1
value value 2030-01-02 65.5298 65.77574 2 2
value value 2030-01-03 75.94912 76.5642 3 3
value value 2030-01-04 81.05624 81.94652 4 4
value value 2030-01-05 81.42435 82.26512 5 5
value value 2030-01-06 82.3222 83.17104 6 6
value value 2030-01-07 77.82255 78.52897 7 7
value value 2030-01-08 84.64996 85.46972 8 8
value value 2030-01-09 89.98816 90.88021 9 9
value value 2030-01-10 86.8207 87.59491 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
21.3 Plots for rh2_3039_hk_dailymean
21.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -1.2845112 |
| Mean diff (bias) | -0.7230656 |
| Upper 95% LoA | -0.1616201 |
| • LoA lower | -1.2845112 |
| • Mean diff | -0.7230656 |
| • LoA upper | -0.1616201 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.7323578 |
| • Mean diff, CI upper | -0.7137734 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -1.3006057 |
| • LoA lower, CI upper | -1.2684166 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | -0.1777146 |
| • LoA upper, CI upper | -0.1455255 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.5614455 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -1.0630303 |
| SD % of Diff | 0.9780238 |
| Lower 95% LoA (%) | -2.9799570 |
| Upper 95% LoA (%) | 0.8538964 |
21.3.0.2 Bland–Altman Plots
NULL
22 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| rh2_3039_hk_dailymean | 3653 | 21.49 – 97.40 | -0.72 (-0.73 – -0.71) | -0.72 (-1.28 – -0.16) | ± 3.72 | Passed |
23 Variable: rh2_4049_hk_dailymean
23.1 Summary Statistics for rh2_4049_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 74.29539 | 13.95819 | 20.58446 | 68.70673 | 78.24744 | 83.82102 | 97.30537 | 10.141421 | 15.11034 | 0.1878742 | -1.314167 | 0.0405054 | 1.446631 | 3654 | 3654 | 100 |
| old | 73.57231 | 14.00131 | 17.84567 | 68.21285 | 77.52992 | 82.97161 | 96.53076 | 9.856159 | 14.75595 | 0.1903068 | -1.386413 | 0.0405054 | 1.729107 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 17.8456745147705 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 19.9511623382568 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 20.63210105896 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 21.0865612030029 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 21.2701187133789 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 22.6474838256836 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
23.2 Data Frame Summary
23.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 73.6 (14) min < med < max: 17.8 < 77.5 < 96.5 IQR (CV) : 14.8 (0.2) |
3654 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 74.3 (14) min < med < max: 20.6 < 78.2 < 97.3 IQR (CV) : 15.1 (0.2) |
3654 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 67.73836 68.09948
value 2 80.46472 81.30846
value 3 80.09771 80.79042
value 4 79.89732 80.59597
value 5 81.24240 82.09965
value 6 83.52979 84.42077
value 7 74.10345 74.70414
value 8 57.21290 57.82356
value 9 24.25211 26.51912
value 10 55.80920 56.20269
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2040-01-01 67.73836 68.09948 1 1
value value 2040-01-02 80.46472 81.30846 2 2
value value 2040-01-03 80.09771 80.79042 3 3
value value 2040-01-04 79.89732 80.59597 4 4
value value 2040-01-05 81.2424 82.09965 5 5
value value 2040-01-06 83.52979 84.42077 6 6
value value 2040-01-07 74.10345 74.70414 7 7
value value 2040-01-08 57.2129 57.82356 8 8
value value 2040-01-09 24.25211 26.51912 9 9
value value 2040-01-10 55.8092 56.20269 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
23.3 Plots for rh2_4049_hk_dailymean
23.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -1.2975617 |
| Mean diff (bias) | -0.7230738 |
| Upper 95% LoA | -0.1485859 |
| • LoA lower | -1.2975617 |
| • Mean diff | -0.7230738 |
| • LoA upper | -0.1485859 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.7325806 |
| • Mean diff, CI upper | -0.7135670 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -1.3140279 |
| • LoA lower, CI upper | -1.2810955 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | -0.1650521 |
| • LoA upper, CI upper | -0.1321197 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.5744879 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -1.0936265 |
| SD % of Diff | 1.0638363 |
| Lower 95% LoA (%) | -3.1787457 |
| Upper 95% LoA (%) | 0.9914927 |
23.3.0.2 Bland–Altman Plots
NULL
24 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| rh2_4049_hk_dailymean | 3654 | 19.22 – 96.91 | -0.72 (-0.73 – -0.71) | -0.72 (-1.30 – -0.15) | ± 3.70 | Passed |
25 Variable: sr_0110_hk_dailymean
25.1 Summary Statistics for sr_0110_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 250.1983 | 62.37389 | 0 | 214.1623 | 253.3309 | 299.3662 | 360.5378 | 61.93484 | 85.20395 | 0.2492979 | -0.7213382 | 0.040511 | 0.4248099 | 3653 | 3653 | 100 |
| old | 252.7311 | 62.24532 | 0 | 213.3633 | 257.3343 | 304.1631 | 353.5077 | 66.56665 | 90.79982 | 0.2462907 | -0.6947328 | 0.040511 | 0.2717186 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 30.6804332733154 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 33.5546073913574 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 33.9475898742676 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 35.7203598022461 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 35.7213554382324 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
25.2 Data Frame Summary
25.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 252.7 (62.2) min < med < max: 0 < 257.3 < 353.5 IQR (CV) : 90.8 (0.2) |
3653 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 250.2 (62.4) min < med < max: 0 < 253.3 < 360.5 IQR (CV) : 85.2 (0.2) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3652
-----------------------------
First 10 of 3652 rows are shown in table below
==============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
----------------------------------------------
value 1 82.92184 315.8694
value 2 203.51085 212.9050
value 3 209.10014 212.0334
value 4 211.21132 211.7547
value 5 185.68799 210.2240
value 6 182.33514 204.8646
value 7 168.66743 211.7234
value 8 211.94135 212.6084
value 9 212.44823 215.2717
value 10 207.12660 195.1420
----------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3652
Number of observations with all compared variables equal 1
Number of values unequal 3652
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3652 0
Table: Differences detected (3642 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 82.92184 315.8694 1 1
value value 2001-01-02 203.5108 212.905 2 2
value value 2001-01-03 209.1001 212.0334 3 3
value value 2001-01-04 211.2113 211.7547 4 4
value value 2001-01-05 185.688 210.224 5 5
value value 2001-01-06 182.3351 204.8646 6 6
value value 2001-01-07 168.6674 211.7234 7 7
value value 2001-01-08 211.9413 212.6084 8 8
value value 2001-01-09 212.4482 215.2717 9 9
value value 2001-01-10 207.1266 195.142 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
25.3 Plots for sr_0110_hk_dailymean
25.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -143.6676771 |
| Mean diff (bias) | 2.5328833 |
| Upper 95% LoA | 148.7334437 |
| • LoA lower | -143.6676771 |
| • Mean diff | 2.5328833 |
| • LoA upper | 148.7334437 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.1131908 |
| • Mean diff, CI upper | 4.9525758 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -147.8587075 |
| • LoA lower, CI upper | -139.4766468 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 144.5424133 |
| • LoA upper, CI upper | 152.9244740 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 146.2005604 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.100515 |
| SD % of Diff | 36.318146 |
| Lower 95% LoA (%) | -70.083051 |
| Upper 95% LoA (%) | 72.284081 |
25.3.0.2 Bland–Altman Plots
NULL
26 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| sr_0110_hk_dailymean | 3653 | 0.00 – 346.03 | 2.53 (0.11 – 4.95) | 2.53 (-143.67 – 148.73) | ± 12.57 | Passed |
27 Variable: sr_1120_hk_dailymean
27.1 Summary Statistics for sr_1120_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 249.2728 | 64.82964 | 0 | 211.6307 | 254.8101 | 302.3515 | 354.2133 | 66.46406 | 90.71020 | 0.2600751 | -0.7654857 | 0.0405054 | 0.3506081 | 3654 | 3654 | 100 |
| old | 250.2246 | 64.53082 | 0 | 211.1001 | 255.8555 | 302.9207 | 364.8318 | 68.16991 | 91.81446 | 0.2578916 | -0.7001968 | 0.0405054 | 0.2151494 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 29.7235774993896 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 32.0433235168457 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 33.9901580810547 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 40.0171012878418 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 40.3687171936035 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
27.2 Data Frame Summary
27.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 250.2 (64.5) min < med < max: 0 < 255.9 < 364.8 IQR (CV) : 91.8 (0.3) |
3652 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 249.3 (64.8) min < med < max: 0 < 254.8 < 354.2 IQR (CV) : 90.7 (0.3) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
==============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
----------------------------------------------
value 1 283.39566 315.2458
value 2 211.32875 181.2476
value 3 211.66887 208.6599
value 4 203.46411 211.0548
value 5 207.77443 211.6052
value 6 187.82906 212.6579
value 7 209.59767 216.6474
value 8 208.15218 217.6362
value 9 78.35558 216.9802
value 10 218.06599 214.4487
----------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 1
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 283.3957 315.2458 1 1
value value 2011-01-02 211.3288 181.2476 2 2
value value 2011-01-03 211.6689 208.6599 3 3
value value 2011-01-04 203.4641 211.0548 4 4
value value 2011-01-05 207.7744 211.6052 5 5
value value 2011-01-06 187.8291 212.6579 6 6
value value 2011-01-07 209.5977 216.6474 7 7
value value 2011-01-08 208.1522 217.6362 8 8
value value 2011-01-09 78.35558 216.9802 9 9
value value 2011-01-10 218.066 214.4487 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
27.3 Plots for sr_1120_hk_dailymean
27.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -149.9398378 |
| Mean diff (bias) | 0.9518187 |
| Upper 95% LoA | 151.8434752 |
| • LoA lower | -149.9398378 |
| • Mean diff | 0.9518187 |
| • LoA upper | 151.8434752 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -1.5451718 |
| • Mean diff, CI upper | 3.4488092 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -154.2647523 |
| • LoA lower, CI upper | -145.6149234 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 147.5185607 |
| • LoA upper, CI upper | 156.1683897 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 150.8916565 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0.4827017 |
| SD % of Diff | 38.7520092 |
| Lower 95% LoA (%) | -75.4712364 |
| Upper 95% LoA (%) | 76.4366398 |
27.3.0.2 Bland–Altman Plots
NULL
28 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| sr_1120_hk_dailymean | 3654 | 0.00 – 347.63 | 0.95 (-1.55 – 3.45) | 0.95 (-149.94 – 151.84) | ± 12.49 | Passed |
29 Variable: sr_3039_hk_dailymean
29.1 Summary Statistics for sr_3039_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 248.6342 | 63.1322 | 0 | 211.7901 | 252.5099 | 299.1855 | 360.1796 | 63.24657 | 87.39534 | 0.253916 | -0.7456745 | 0.040511 | 0.4904725 | 3653 | 3653 | 100 |
| old | 248.6342 | 63.1322 | 0 | 211.7901 | 252.5099 | 299.1855 | 360.1796 | 63.24657 | 87.39534 | 0.253916 | -0.7456745 | 0.040511 | 0.4904725 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 28.7446308135986 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 28.9923248291016 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 34.0888633728027 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 34.8688774108887 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 36.5380363464355 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
29.2 Data Frame Summary
29.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 248.6 (63.1) min < med < max: 0 < 252.5 < 360.2 IQR (CV) : 87.4 (0.3) |
3653 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 248.6 (63.1) min < med < max: 0 < 252.5 < 360.2 IQR (CV) : 87.4 (0.3) |
3653 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3653
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
29.3 Plots for sr_3039_hk_dailymean
29.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
29.3.0.2 Bland–Altman Plots
NULL
30 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| sr_3039_hk_dailymean | 3653 | 0.00 – 360.18 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 12.43 | Passed |
31 Variable: sr_4049_hk_dailymean
31.1 Summary Statistics for sr_4049_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 249.0513 | 62.83294 | 0 | 212.1491 | 253.2397 | 300.4528 | 359.27 | 64.28838 | 88.29314 | 0.2522892 | -0.7021669 | 0.0405054 | 0.3618709 | 3654 | 3654 | 100 |
| old | 249.0513 | 62.83294 | 0 | 212.1491 | 253.2397 | 300.4528 | 359.27 | 64.28838 | 88.29314 | 0.2522892 | -0.7021669 | 0.0405054 | 0.3618709 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 27.7856292724609 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 30.3614521026611 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 32.1654396057129 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 34.1471977233887 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 38.1294822692871 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
31.2 Data Frame Summary
31.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 1
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 249.1 (62.8) min < med < max: 0 < 253.2 < 359.3 IQR (CV) : 88.3 (0.3) |
3653 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 249.1 (62.8) min < med < max: 0 < 253.2 < 359.3 IQR (CV) : 88.3 (0.3) |
3653 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3654
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
31.3 Plots for sr_4049_hk_dailymean
31.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
31.3.0.2 Bland–Altman Plots
NULL
32 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| sr_4049_hk_dailymean | 3654 | 0.00 – 359.27 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 12.45 | Passed |
33 Variable: t2_0110_hk_dailymax
33.1 Summary Statistics for t2_0110_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 26.04708 | 4.370067 | 9.017548 | 22.97150 | 27.13391 | 29.61295 | 35.98828 | 4.322108 | 6.641449 | 0.1677757 | -0.6779176 | 0.040511 | -0.2775795 | 3653 | 3653 | 100 |
| old | 26.27649 | 4.192439 | 11.389893 | 23.09113 | 27.25424 | 29.70477 | 36.32849 | 4.250530 | 6.613647 | 0.1595510 | -0.6084763 | 0.040511 | -0.4550065 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 11.389892578125 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 12.2384948730469 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 12.4012756347656 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 13.0081481933594 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 13.5863952636719 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 14.2865600585938 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
33.2 Data Frame Summary
33.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 26.3 (4.2) min < med < max: 11.4 < 27.3 < 36.3 IQR (CV) : 6.6 (0.2) |
3638 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 26 (4.4) min < med < max: 9 < 27.1 < 36 IQR (CV) : 6.6 (0.2) |
3641 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 19.86487 17.15674
value 2 21.26373 20.86563
value 3 21.35968 20.81018
value 4 21.12082 18.99692
value 5 20.09604 20.44507
value 6 19.06897 22.06842
value 7 21.40710 23.14505
value 8 22.11777 22.06393
value 9 22.70819 22.49683
value 10 22.81409 18.67682
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 19.86487 17.15674 1 1
value value 2001-01-02 21.26373 20.86563 2 2
value value 2001-01-03 21.35968 20.81018 3 3
value value 2001-01-04 21.12082 18.99692 4 4
value value 2001-01-05 20.09604 20.44507 5 5
value value 2001-01-06 19.06897 22.06842 6 6
value value 2001-01-07 21.4071 23.14505 7 7
value value 2001-01-08 22.11777 22.06393 8 8
value value 2001-01-09 22.70819 22.49683 9 9
value value 2001-01-10 22.81409 18.67682 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
33.3 Plots for t2_0110_hk_dailymax
33.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -4.9535483 |
| Mean diff (bias) | 0.2294129 |
| Upper 95% LoA | 5.4123741 |
| • LoA lower | -4.9535483 |
| • Mean diff | 0.2294129 |
| • LoA upper | 5.4123741 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.1436323 |
| • Mean diff, CI upper | 0.3151935 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -5.1021246 |
| • LoA lower, CI upper | -4.8049719 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 5.2637977 |
| • LoA upper, CI upper | 5.5609505 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 5.1829612 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.048468 |
| SD % of Diff | 11.858140 |
| Lower 95% LoA (%) | -22.193486 |
| Upper 95% LoA (%) | 24.290422 |
33.3.0.2 Bland–Altman Plots
NULL
34 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_0110_hk_dailymax | 3653 | 12.53 – 34.80 | 0.23 (0.14 – 0.32) | 0.23 (-4.95 – 5.41) | ± 1.31 | Passed |
35 Variable: t2_0110_hk_dailymean
35.1 Summary Statistics for t2_0110_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 23.65866 | 4.582569 | 7.323564 | 20.28555 | 24.75472 | 27.69177 | 32.65959 | 4.910307 | 7.406223 | 0.1936952 | -0.6922753 | 0.040511 | -0.4306562 | 3653 | 3653 | 100 |
| old | 23.97427 | 4.391555 | 8.543187 | 20.65854 | 24.88092 | 27.86734 | 31.58648 | 4.915860 | 7.208798 | 0.1831778 | -0.6592632 | 0.040511 | -0.4868458 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 8.54318714141846 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 9.09515476226807 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 9.80904006958008 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 10.3698606491089 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 10.5332040786743 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 10.738471031189 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
35.2 Data Frame Summary
35.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 24 (4.4) min < med < max: 8.5 < 24.9 < 31.6 IQR (CV) : 7.2 (0.2) |
3650 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 23.7 (4.6) min < med < max: 7.3 < 24.8 < 32.7 IQR (CV) : 7.4 (0.2) |
3652 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 18.13383 15.88942
value 2 18.56794 17.48565
value 3 19.60755 18.38946
value 4 19.09276 17.35288
value 5 16.60279 18.12823
value 6 16.36264 19.38586
value 7 18.62062 20.24118
value 8 19.62577 19.94711
value 9 19.88315 19.66302
value 10 20.19185 16.35117
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 18.13383 15.88942 1 1
value value 2001-01-02 18.56794 17.48565 2 2
value value 2001-01-03 19.60755 18.38946 3 3
value value 2001-01-04 19.09276 17.35288 4 4
value value 2001-01-05 16.60279 18.12823 5 5
value value 2001-01-06 16.36264 19.38586 6 6
value value 2001-01-07 18.62062 20.24118 7 7
value value 2001-01-08 19.62577 19.94711 8 8
value value 2001-01-09 19.88315 19.66302 9 9
value value 2001-01-10 20.19185 16.35117 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
35.3 Plots for t2_0110_hk_dailymean
35.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -4.5566717 |
| Mean diff (bias) | 0.3156079 |
| Upper 95% LoA | 5.1878876 |
| • LoA lower | -4.5566717 |
| • Mean diff | 0.3156079 |
| • LoA upper | 5.1878876 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.2349693 |
| • Mean diff, CI upper | 0.3962466 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -4.6963420 |
| • LoA lower, CI upper | -4.4170014 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 5.0482173 |
| • LoA upper, CI upper | 5.3275579 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 4.8722796 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.574801 |
| SD % of Diff | 13.260021 |
| Lower 95% LoA (%) | -24.414841 |
| Upper 95% LoA (%) | 27.564443 |
35.3.0.2 Bland–Altman Plots
NULL
36 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_0110_hk_dailymean | 3653 | 10.46 – 30.49 | 0.32 (0.23 – 0.40) | 0.32 (-4.56 – 5.19) | ± 1.19 | Passed |
37 Variable: t2_0110_hk_dailymin
37.1 Summary Statistics for t2_0110_hk_dailymin
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 21.61493 | 4.948551 | 3.388550 | 18.05118 | 22.80164 | 25.98383 | 29.75592 | 5.388994 | 7.932648 | 0.2289413 | -0.6999930 | 0.040511 | -0.3873985 | 3653 | 3653 | 100 |
| old | 22.13833 | 4.804780 | 5.080048 | 18.57947 | 23.09991 | 26.36050 | 29.34460 | 5.378452 | 7.781036 | 0.2170344 | -0.6828622 | 0.040511 | -0.3890304 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 5.08004760742188 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 5.80987548828125 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 6.67431640625 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 6.98184204101562 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 7.05563354492188 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 7.20388793945312 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
37.2 Data Frame Summary
37.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 22.1 (4.8) min < med < max: 5.1 < 23.1 < 29.3 IQR (CV) : 7.8 (0.2) |
3641 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 21.6 (4.9) min < med < max: 3.4 < 22.8 < 29.8 IQR (CV) : 7.9 (0.2) |
3635 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 16.38699 14.34122
value 2 16.03873 14.52188
value 3 18.28635 16.72894
value 4 17.43701 15.86823
value 5 13.84470 16.03857
value 6 13.68756 17.05759
value 7 15.99872 17.91766
value 8 17.82718 18.68732
value 9 18.00272 15.43024
value 10 18.71286 13.72052
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 16.38699 14.34122 1 1
value value 2001-01-02 16.03873 14.52188 2 2
value value 2001-01-03 18.28635 16.72894 3 3
value value 2001-01-04 17.43701 15.86823 4 4
value value 2001-01-05 13.8447 16.03857 5 5
value value 2001-01-06 13.68756 17.05759 6 6
value value 2001-01-07 15.99872 17.91766 7 7
value value 2001-01-08 17.82718 18.68732 8 8
value value 2001-01-09 18.00272 15.43024 9 9
value value 2001-01-10 18.71286 13.72052 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
37.3 Plots for t2_0110_hk_dailymin
37.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -5.1326554 |
| Mean diff (bias) | 0.5233961 |
| Upper 95% LoA | 6.1794476 |
| • LoA lower | -5.1326554 |
| • Mean diff | 0.5233961 |
| • LoA upper | 6.1794476 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.4297856 |
| • Mean diff, CI upper | 0.6170066 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -5.2947935 |
| • LoA lower, CI upper | -4.9705172 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 6.0173095 |
| • LoA upper, CI upper | 6.3415857 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 5.6560515 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 2.736966 |
| SD % of Diff | 17.778403 |
| Lower 95% LoA (%) | -32.108703 |
| Upper 95% LoA (%) | 37.582636 |
37.3.0.2 Bland–Altman Plots
NULL
38 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_0110_hk_dailymin | 3653 | 6.88 – 28.87 | 0.52 (0.43 – 0.62) | 0.52 (-5.13 – 6.18) | ± 1.09 | Passed |
39 Variable: t2_1120_hk_dailymax
39.1 Summary Statistics for t2_1120_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 26.19461 | 4.496285 | 7.835571 | 23.14178 | 27.17836 | 29.94980 | 36.44617 | 4.539920 | 6.806747 | 0.1716492 | -0.6620975 | 0.0405054 | -0.3190316 | 3654 | 3654 | 100 |
| old | 26.74211 | 3.910947 | 11.293182 | 24.08917 | 27.48438 | 29.98392 | 35.14102 | 4.101085 | 5.894043 | 0.1462467 | -0.6878968 | 0.0405054 | -0.1012727 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 11.2931823730469 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 11.6244201660156 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 12.33447265625 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 12.94091796875 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 13.1145935058594 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 13.2183837890625 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
39.2 Data Frame Summary
39.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 26.7 (3.9) min < med < max: 11.3 < 27.5 < 35.1 IQR (CV) : 5.9 (0.1) |
3636 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 26.2 (4.5) min < med < max: 7.8 < 27.2 < 36.4 IQR (CV) : 6.8 (0.2) |
3638 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 21.91861 16.41263
value 2 23.09821 15.97559
value 3 23.33713 18.51422
value 4 24.14560 17.17371
value 5 24.33145 18.71069
value 6 25.14154 19.38837
value 7 24.31973 15.85147
value 8 21.44131 17.01245
value 9 20.44672 18.39178
value 10 16.79303 16.28448
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 21.91861 16.41263 1 1
value value 2011-01-02 23.09821 15.97559 2 2
value value 2011-01-03 23.33713 18.51422 3 3
value value 2011-01-04 24.1456 17.17371 4 4
value value 2011-01-05 24.33145 18.71069 5 5
value value 2011-01-06 25.14154 19.38837 6 6
value value 2011-01-07 24.31973 15.85147 7 7
value value 2011-01-08 21.44131 17.01245 8 8
value value 2011-01-09 20.44672 18.39178 9 9
value value 2011-01-10 16.79303 16.28448 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
39.3 Plots for t2_1120_hk_dailymax
39.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -5.0330865 |
| Mean diff (bias) | 0.5474994 |
| Upper 95% LoA | 6.1280854 |
| • LoA lower | -5.0330865 |
| • Mean diff | 0.5474994 |
| • LoA upper | 6.1280854 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.4551506 |
| • Mean diff, CI upper | 0.6398483 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -5.1930394 |
| • LoA lower, CI upper | -4.8731337 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 5.9681325 |
| • LoA upper, CI upper | 6.2880383 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 5.5805860 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 2.529596 |
| SD % of Diff | 12.823911 |
| Lower 95% LoA (%) | -22.605270 |
| Upper 95% LoA (%) | 27.664462 |
39.3.0.2 Bland–Altman Plots
NULL
40 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_1120_hk_dailymax | 3654 | 11.54 – 34.62 | 0.55 (0.46 – 0.64) | 0.55 (-5.03 – 6.13) | ± 1.32 | Passed |
41 Variable: t2_1120_hk_dailymean
41.1 Summary Statistics for t2_1120_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 23.83986 | 4.720732 | 4.649764 | 20.39291 | 24.73347 | 28.07517 | 31.87317 | 5.326507 | 7.681489 | 0.1980185 | -0.6766018 | 0.0405054 | -0.4409596 | 3654 | 3654 | 100 |
| old | 24.47708 | 4.144778 | 7.300842 | 21.57564 | 25.23521 | 28.16355 | 31.50369 | 4.650264 | 6.587571 | 0.1693330 | -0.7416867 | 0.0405054 | -0.0554552 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 7.30084228515625 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 7.69848775863647 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 8.29656600952148 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 8.68632984161377 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 9.05887985229492 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 9.48262310028076 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
41.2 Data Frame Summary
41.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 24.5 (4.1) min < med < max: 7.3 < 25.2 < 31.5 IQR (CV) : 6.6 (0.2) |
3650 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 23.8 (4.7) min < med < max: 4.6 < 24.7 < 31.9 IQR (CV) : 7.7 (0.2) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 20.25818 15.19593
value 2 20.53151 13.89963
value 3 20.63961 15.61433
value 4 21.15067 14.96473
value 5 22.00651 16.18498
value 6 22.77000 16.34897
value 7 20.41777 12.36619
value 8 19.58223 13.24279
value 9 17.06502 14.61955
value 10 13.15264 12.92450
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 20.25818 15.19593 1 1
value value 2011-01-02 20.53151 13.89963 2 2
value value 2011-01-03 20.63961 15.61433 3 3
value value 2011-01-04 21.15067 14.96473 4 4
value value 2011-01-05 22.00651 16.18498 5 5
value value 2011-01-06 22.77 16.34897 6 6
value value 2011-01-07 20.41777 12.36619 7 7
value value 2011-01-08 19.58223 13.24279 8 8
value value 2011-01-09 17.06502 14.61955 9 9
value value 2011-01-10 13.15264 12.9245 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
41.3 Plots for t2_1120_hk_dailymean
41.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -4.7591793 |
| Mean diff (bias) | 0.6372264 |
| Upper 95% LoA | 6.0336322 |
| • LoA lower | -4.7591793 |
| • Mean diff | 0.6372264 |
| • LoA upper | 6.0336322 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.5479255 |
| • Mean diff, CI upper | 0.7265274 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -4.9138532 |
| • LoA lower, CI upper | -4.6045055 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 5.8789584 |
| • LoA upper, CI upper | 6.1883061 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 5.3964058 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 3.249433 |
| SD % of Diff | 14.679787 |
| Lower 95% LoA (%) | -25.522949 |
| Upper 95% LoA (%) | 32.021814 |
41.3.0.2 Bland–Altman Plots
NULL
42 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_1120_hk_dailymean | 3654 | 8.00 – 30.58 | 0.64 (0.55 – 0.73) | 0.64 (-4.76 – 6.03) | ± 1.21 | Passed |
43 Variable: t2_1120_hk_dailymin
43.1 Summary Statistics for t2_1120_hk_dailymin
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 21.82149 | 5.088006 | 0.942749 | 18.14713 | 22.75078 | 26.41940 | 29.08109 | 5.800863 | 8.271660 | 0.2331649 | -0.6827419 | 0.0405054 | -0.3877828 | 3654 | 3654 | 100 |
| old | 22.65788 | 4.591102 | 3.965546 | 19.55725 | 23.46918 | 26.71933 | 29.49014 | 5.123788 | 7.161186 | 0.2026272 | -0.7586957 | 0.0405054 | -0.0097901 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 3.96554565429688 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 4.2620849609375 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 4.43060302734375 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 5.306396484375 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 6.16802978515625 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 6.39706420898438 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
43.2 Data Frame Summary
43.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 22.7 (4.6) min < med < max: 4 < 23.5 < 29.5 IQR (CV) : 7.2 (0.2) |
3636 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 21.8 (5.1) min < med < max: 0.9 < 22.8 < 29.1 IQR (CV) : 8.3 (0.2) |
3644 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
===============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
-----------------------------------------------
value 1 16.274994 12.452087
value 2 18.455505 11.399139
value 3 18.483032 13.551544
value 4 19.033783 12.601562
value 5 20.587799 13.760803
value 6 20.973907 11.578369
value 7 17.751404 9.140472
value 8 17.709503 9.310242
value 9 11.893433 12.230927
value 10 9.658051 9.220886
-----------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 16.27499 12.45209 1 1
value value 2011-01-02 18.45551 11.39914 2 2
value value 2011-01-03 18.48303 13.55154 3 3
value value 2011-01-04 19.03378 12.60156 4 4
value value 2011-01-05 20.5878 13.7608 5 5
value value 2011-01-06 20.97391 11.57837 6 6
value value 2011-01-07 17.7514 9.140472 7 7
value value 2011-01-08 17.7095 9.310242 8 8
value value 2011-01-09 11.89343 12.23093 9 9
value value 2011-01-10 9.658051 9.220886 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
43.3 Plots for t2_1120_hk_dailymin
43.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -5.3184882 |
| Mean diff (bias) | 0.8363823 |
| Upper 95% LoA | 6.9912529 |
| • LoA lower | -5.3184882 |
| • Mean diff | 0.8363823 |
| • LoA upper | 6.9912529 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.7345301 |
| • Mean diff, CI upper | 0.9382346 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -5.4949015 |
| • LoA lower, CI upper | -5.1420750 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 6.8148396 |
| • LoA upper, CI upper | 7.1676661 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 6.1548705 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 4.56714 |
| SD % of Diff | 19.29150 |
| Lower 95% LoA (%) | -33.24420 |
| Upper 95% LoA (%) | 42.37848 |
43.3.0.2 Bland–Altman Plots
NULL
44 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_1120_hk_dailymin | 3654 | 4.48 – 28.87 | 0.84 (0.73 – 0.94) | 0.84 (-5.32 – 6.99) | ± 1.11 | Passed |
45 Variable: t2_3039_hk_dailymax
45.1 Summary Statistics for t2_3039_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 26.87901 | 4.359070 | 9.928009 | 23.89737 | 27.81206 | 30.44412 | 37.16507 | 4.400787 | 6.546752 | 0.1621738 | -0.6920079 | 0.040511 | -0.1431472 | 3653 | 3653 | 100 |
| old | 27.15872 | 4.011132 | 10.651581 | 24.32449 | 28.00836 | 30.43454 | 37.16507 | 4.112622 | 6.110046 | 0.1476922 | -0.6727569 | 0.040511 | -0.1493498 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 10.6515808105469 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 12.0405883789062 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 12.0687561035156 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 12.5929260253906 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 12.9276428222656 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 13.2208557128906 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
45.2 Data Frame Summary
45.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 11
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 27.2 (4) min < med < max: 10.7 < 28 < 37.2 IQR (CV) : 6.1 (0.1) |
3642 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 26.9 (4.4) min < med < max: 9.9 < 27.8 < 37.2 IQR (CV) : 6.5 (0.2) |
3642 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3652
-----------------------------
First 10 of 3652 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 19.86108 18.77558
value 2 16.92712 15.76419
value 3 19.20523 18.07453
value 4 21.57651 20.73348
value 5 22.69992 22.03771
value 6 22.99820 22.37853
value 7 24.18787 23.74230
value 8 24.92322 24.56446
value 9 22.96085 22.33256
value 10 25.61545 25.29163
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3652
Number of observations with all compared variables equal 1
Number of values unequal 3652
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3652 0
Table: Differences detected (3642 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2030-01-01 19.86108 18.77558 1 1
value value 2030-01-02 16.92712 15.76419 2 2
value value 2030-01-03 19.20523 18.07453 3 3
value value 2030-01-04 21.57651 20.73348 4 4
value value 2030-01-05 22.69992 22.03771 5 5
value value 2030-01-06 22.9982 22.37853 6 6
value value 2030-01-07 24.18787 23.7423 7 7
value value 2030-01-08 24.92322 24.56446 8 8
value value 2030-01-09 22.96085 22.33256 9 9
value value 2030-01-10 25.61545 25.29163 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
45.3 Plots for t2_3039_hk_dailymax
45.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -0.4172481 |
| Mean diff (bias) | 0.2797118 |
| Upper 95% LoA | 0.9766717 |
| • LoA lower | -0.4172481 |
| • Mean diff | 0.2797118 |
| • LoA upper | 0.9766717 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.2681768 |
| • Mean diff, CI upper | 0.2912468 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -0.4372274 |
| • LoA lower, CI upper | -0.3972688 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.9566924 |
| • LoA upper, CI upper | 0.9966510 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.6969599 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.308073 |
| SD % of Diff | 1.843730 |
| Lower 95% LoA (%) | -2.305639 |
| Upper 95% LoA (%) | 4.921785 |
45.3.0.2 Bland–Altman Plots
NULL
46 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_3039_hk_dailymax | 3653 | 10.29 – 37.17 | 0.28 (0.27 – 0.29) | 0.28 (-0.42 – 0.98) | ± 1.35 | Passed |
47 Variable: t2_3039_hk_dailymean
47.1 Summary Statistics for t2_3039_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 24.36382 | 4.589412 | 6.777607 | 20.91050 | 25.21296 | 28.44627 | 32.73191 | 5.140798 | 7.535770 | 0.1883700 | -0.6804406 | 0.040511 | -0.3562239 | 3653 | 3653 | 100 |
| old | 24.83791 | 4.227526 | 7.725502 | 21.72789 | 25.55640 | 28.59458 | 32.49049 | 4.753998 | 6.866694 | 0.1702046 | -0.7106254 | 0.040511 | -0.1938864 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 7.72550201416016 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 8.1964635848999 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 8.5891227722168 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 10.1261444091797 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 10.3527297973633 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 10.7220687866211 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
47.2 Data Frame Summary
47.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 24.8 (4.2) min < med < max: 7.7 < 25.6 < 32.5 IQR (CV) : 6.9 (0.2) |
3652 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 24.4 (4.6) min < med < max: 6.8 < 25.2 < 32.7 IQR (CV) : 7.5 (0.2) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 17.29445 16.13108
value 2 15.08104 13.86166
value 3 17.18431 16.01251
value 4 19.74083 18.67980
value 5 20.63961 19.66724
value 6 20.70203 19.73618
value 7 21.66440 20.82883
value 8 22.05843 21.28268
value 9 21.54769 20.69598
value 10 23.14887 22.53741
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2030-01-01 17.29445 16.13108 1 1
value value 2030-01-02 15.08104 13.86166 2 2
value value 2030-01-03 17.18431 16.01251 3 3
value value 2030-01-04 19.74083 18.6798 4 4
value value 2030-01-05 20.63961 19.66724 5 5
value value 2030-01-06 20.70203 19.73618 6 6
value value 2030-01-07 21.6644 20.82883 7 7
value value 2030-01-08 22.05843 21.28268 8 8
value value 2030-01-09 21.54769 20.69598 9 9
value value 2030-01-10 23.14887 22.53741 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
47.3 Plots for t2_3039_hk_dailymean
47.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -0.2538591 |
| Mean diff (bias) | 0.4740935 |
| Upper 95% LoA | 1.2020461 |
| • LoA lower | -0.2538591 |
| • Mean diff | 0.4740935 |
| • LoA upper | 1.2020461 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.4620455 |
| • Mean diff, CI upper | 0.4861415 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -0.2747268 |
| • LoA lower, CI upper | -0.2329914 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 1.1811783 |
| • LoA upper, CI upper | 1.2229138 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.7279526 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 2.324941 |
| SD % of Diff | 2.264899 |
| Lower 95% LoA (%) | -2.114260 |
| Upper 95% LoA (%) | 6.764143 |
47.3.0.2 Bland–Altman Plots
NULL
48 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_3039_hk_dailymean | 3653 | 7.38 – 32.61 | 0.47 (0.46 – 0.49) | 0.47 (-0.25 – 1.20) | ± 1.23 | Passed |
49 Variable: t2_3039_hk_dailymin
49.1 Summary Statistics for t2_3039_hk_dailymin
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 22.33030 | 5.033903 | 1.267635 | 18.60989 | 23.16077 | 26.78935 | 30.06560 | 5.770361 | 8.179459 | 0.2254293 | -0.6466546 | 0.040511 | -0.3924954 | 3653 | 3653 | 100 |
| old | 22.95019 | 4.673359 | 4.163727 | 19.70578 | 23.67844 | 27.03442 | 30.07578 | 5.221677 | 7.328644 | 0.2036305 | -0.7249506 | 0.040511 | -0.1203719 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 4.16372680664062 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 5.40963745117188 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 5.510498046875 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 6.39105224609375 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 6.63308715820312 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 7.72402954101562 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
49.2 Data Frame Summary
49.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 13
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 23 (4.7) min < med < max: 4.2 < 23.7 < 30.1 IQR (CV) : 7.3 (0.2) |
3640 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 22.3 (5) min < med < max: 1.3 < 23.2 < 30.1 IQR (CV) : 8.2 (0.2) |
3640 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 13.93628 12.63775
value 2 12.95981 11.73534
value 3 14.68317 13.42221
value 4 18.53140 17.39050
value 5 19.26056 18.13337
value 6 19.36487 18.24776
value 7 20.30090 19.25570
value 8 20.55417 19.54563
value 9 20.43625 19.40880
value 10 22.06885 21.29072
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2030-01-01 13.93628 12.63775 1 1
value value 2030-01-02 12.95981 11.73534 2 2
value value 2030-01-03 14.68317 13.42221 3 3
value value 2030-01-04 18.5314 17.3905 4 4
value value 2030-01-05 19.26056 18.13337 5 5
value value 2030-01-06 19.36487 18.24776 6 6
value value 2030-01-07 20.3009 19.2557 7 7
value value 2030-01-08 20.55417 19.54563 8 8
value value 2030-01-09 20.43625 19.4088 9 9
value value 2030-01-10 22.06885 21.29072 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
49.3 Plots for t2_3039_hk_dailymin
49.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -0.1526632 |
| Mean diff (bias) | 0.6198936 |
| Upper 95% LoA | 1.3924504 |
| • LoA lower | -0.1526632 |
| • Mean diff | 0.6198936 |
| • LoA upper | 1.3924504 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.6071074 |
| • Mean diff, CI upper | 0.6326798 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -0.1748095 |
| • LoA lower, CI upper | -0.1305168 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 1.3703041 |
| • LoA upper, CI upper | 1.4145968 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.7725568 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 3.336782 |
| SD % of Diff | 3.265842 |
| Lower 95% LoA (%) | -3.064268 |
| Upper 95% LoA (%) | 9.737831 |
49.3.0.2 Bland–Altman Plots
NULL
50 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_3039_hk_dailymin | 3653 | 2.72 – 30.07 | 0.62 (0.61 – 0.63) | 0.62 (-0.15 – 1.39) | ± 1.13 | Passed |
51 Variable: t2_4049_hk_dailymax
51.1 Summary Statistics for t2_4049_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 26.91876 | 4.533320 | 11.40349 | 23.81154 | 28.07356 | 30.55726 | 36.7717 | 4.336605 | 6.744551 | 0.1684074 | -0.6947368 | 0.0405054 | -0.2712685 | 3654 | 3654 | 100 |
| old | 27.20543 | 4.173121 | 12.56970 | 24.27121 | 28.26680 | 30.54764 | 36.7717 | 4.052808 | 6.275391 | 0.1533929 | -0.6768467 | 0.0405054 | -0.2942061 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 12.5697021484375 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 13.7273254394531 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 13.8637390136719 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 14.161865234375 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 14.1951599121094 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 14.212890625 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
51.2 Data Frame Summary
51.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 12
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 27.2 (4.2) min < med < max: 12.6 < 28.3 < 36.8 IQR (CV) : 6.3 (0.2) |
3642 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 26.9 (4.5) min < med < max: 11.4 < 28.1 < 36.8 IQR (CV) : 6.7 (0.2) |
3642 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 23.66147 23.12727
value 2 23.03592 22.41713
value 3 24.74112 24.34132
value 4 23.19659 22.59713
value 5 22.22879 21.48513
value 6 24.06866 23.58505
value 7 25.15790 24.80173
value 8 24.25885 23.79718
value 9 19.97025 18.91973
value 10 17.71149 16.58404
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 1
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2040-01-01 23.66147 23.12727 1 1
value value 2040-01-02 23.03592 22.41713 2 2
value value 2040-01-03 24.74112 24.34132 3 3
value value 2040-01-04 23.19659 22.59713 4 4
value value 2040-01-05 22.22879 21.48513 5 5
value value 2040-01-06 24.06866 23.58505 6 6
value value 2040-01-07 25.1579 24.80173 7 7
value value 2040-01-08 24.25885 23.79718 8 8
value value 2040-01-09 19.97025 18.91973 9 9
value value 2040-01-10 17.71149 16.58404 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
51.3 Plots for t2_4049_hk_dailymax
51.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -0.4309564 |
| Mean diff (bias) | 0.2866652 |
| Upper 95% LoA | 1.0042868 |
| • LoA lower | -0.4309564 |
| • Mean diff | 0.2866652 |
| • LoA upper | 1.0042868 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.2747898 |
| • Mean diff, CI upper | 0.2985406 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -0.4515252 |
| • LoA lower, CI upper | -0.4103877 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.9837181 |
| • LoA upper, CI upper | 1.0248555 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.7176216 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 1.354873 |
| SD % of Diff | 1.913762 |
| Lower 95% LoA (%) | -2.396100 |
| Upper 95% LoA (%) | 5.105847 |
51.3.0.2 Bland–Altman Plots
NULL
52 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_4049_hk_dailymax | 3654 | 11.99 – 36.77 | 0.29 (0.27 – 0.30) | 0.29 (-0.43 – 1.00) | ± 1.35 | Passed |
53 Variable: t2_4049_hk_dailymean
53.1 Summary Statistics for t2_4049_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 24.41012 | 4.750945 | 7.708695 | 20.82057 | 25.59595 | 28.52251 | 32.51030 | 5.053395 | 7.700829 | 0.1946302 | -0.6873406 | 0.0405054 | -0.4723828 | 3654 | 3654 | 100 |
| old | 24.88417 | 4.385129 | 8.938611 | 21.63185 | 25.92682 | 28.67082 | 32.38774 | 4.698690 | 7.036085 | 0.1762216 | -0.7123816 | 0.0405054 | -0.3449750 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 8.93861103057861 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 9.8134126663208 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 9.88336563110352 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 10.3466577529907 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 10.8774175643921 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 11.2314920425415 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
53.2 Data Frame Summary
53.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 24.9 (4.4) min < med < max: 8.9 < 25.9 < 32.4 IQR (CV) : 7 (0.2) |
3652 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 24.4 (4.8) min < med < max: 7.7 < 25.6 < 32.5 IQR (CV) : 7.7 (0.2) |
3654 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 21.49409 20.66903
value 2 20.56612 19.61112
value 3 21.64184 20.82057
value 4 20.70527 19.76493
value 5 19.88704 18.86716
value 6 21.51684 20.68136
value 7 22.50480 21.80065
value 8 20.71489 19.81686
value 9 16.23148 15.04247
value 10 15.40011 14.19446
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2040-01-01 21.49409 20.66903 1 1
value value 2040-01-02 20.56612 19.61112 2 2
value value 2040-01-03 21.64184 20.82057 3 3
value value 2040-01-04 20.70527 19.76493 4 4
value value 2040-01-05 19.88704 18.86716 5 5
value value 2040-01-06 21.51684 20.68136 6 6
value value 2040-01-07 22.5048 21.80065 7 7
value value 2040-01-08 20.71489 19.81686 8 8
value value 2040-01-09 16.23148 15.04247 9 9
value value 2040-01-10 15.40011 14.19446 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
53.3 Plots for t2_4049_hk_dailymean
53.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -0.2585932 |
| Mean diff (bias) | 0.4740564 |
| Upper 95% LoA | 1.2067060 |
| • LoA lower | -0.2585932 |
| • Mean diff | 0.4740564 |
| • LoA upper | 1.2067060 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.4619323 |
| • Mean diff, CI upper | 0.4861804 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -0.2795927 |
| • LoA lower, CI upper | -0.2375937 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 1.1857065 |
| • LoA upper, CI upper | 1.2277054 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.7326496 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 2.344202 |
| SD % of Diff | 2.310503 |
| Lower 95% LoA (%) | -2.184385 |
| Upper 95% LoA (%) | 6.872788 |
53.3.0.2 Bland–Altman Plots
NULL
54 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_4049_hk_dailymean | 3654 | 8.32 – 32.45 | 0.47 (0.46 – 0.49) | 0.47 (-0.26 – 1.21) | ± 1.23 | Passed |
55 Variable: t2_4049_hk_dailymin
55.1 Summary Statistics for t2_4049_hk_dailymin
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 22.41231 | 5.172107 | 2.604037 | 18.52505 | 23.63304 | 26.96675 | 29.75364 | 5.652680 | 8.440008 | 0.2307708 | -0.6640995 | 0.0405054 | -0.4829955 | 3654 | 3654 | 100 |
| old | 23.02430 | 4.810570 | 5.465759 | 19.61011 | 24.11273 | 27.21179 | 29.80017 | 5.184078 | 7.599976 | 0.2089345 | -0.7290707 | 0.0405054 | -0.2617435 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 5.46575927734375 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 6.16775512695312 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 6.37265014648438 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 7.53131103515625 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 7.77178955078125 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 7.833251953125 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
55.2 Data Frame Summary
55.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 19
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 23 (4.8) min < med < max: 5.5 < 24.1 < 29.8 IQR (CV) : 7.6 (0.2) |
3635 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 22.4 (5.2) min < med < max: 2.6 < 23.6 < 29.8 IQR (CV) : 8.4 (0.2) |
3635 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 17.73529 16.60690
value 2 19.20853 18.10065
value 3 20.06851 19.02911
value 4 19.00394 17.88196
value 5 18.17010 17.02869
value 6 19.76712 18.69177
value 7 20.67990 19.72013
value 8 16.42630 15.27084
value 9 13.39417 12.11321
value 10 13.02133 11.77303
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2040-01-01 17.73529 16.6069 1 1
value value 2040-01-02 19.20853 18.10065 2 2
value value 2040-01-03 20.06851 19.02911 3 3
value value 2040-01-04 19.00394 17.88196 4 4
value value 2040-01-05 18.1701 17.02869 5 5
value value 2040-01-06 19.76712 18.69177 6 6
value value 2040-01-07 20.6799 19.72013 7 7
value value 2040-01-08 16.4263 15.27084 8 8
value value 2040-01-09 13.39417 12.11321 9 9
value value 2040-01-10 13.02133 11.77303 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
55.3 Plots for t2_4049_hk_dailymin
55.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -0.1553423 |
| Mean diff (bias) | 0.6119928 |
| Upper 95% LoA | 1.3793280 |
| • LoA lower | -0.1553423 |
| • Mean diff | 0.6119928 |
| • LoA upper | 1.3793280 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.5992948 |
| • Mean diff, CI upper | 0.6246909 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -0.1773359 |
| • LoA lower, CI upper | -0.1333486 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 1.3573343 |
| • LoA upper, CI upper | 1.4013216 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 0.7673351 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 3.312227 |
| SD % of Diff | 3.113206 |
| Lower 95% LoA (%) | -2.789656 |
| Upper 95% LoA (%) | 9.414110 |
55.3.0.2 Bland–Altman Plots
NULL
56 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| t2_4049_hk_dailymin | 3654 | 4.03 – 29.78 | 0.61 (0.60 – 0.62) | 0.61 (-0.16 – 1.38) | ± 1.14 | Passed |
57 Variable: wsp_0110_hk_dailymax
57.1 Summary Statistics for wsp_0110_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 4.524432 | 1.272865 | 1.860623 | 3.647947 | 4.444342 | 5.226658 | 14.84691 | 1.172005 | 1.578712 | 0.2813315 | 1.329163 | 0.040511 | 5.548435 | 3653 | 3653 | 100 |
| old | 4.375475 | 1.133281 | 1.861031 | 3.545412 | 4.304133 | 5.042960 | 14.00068 | 1.112550 | 1.497548 | 0.2590076 | 1.025526 | 0.040511 | 3.525794 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 1.86103045940399 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 1.89806532859802 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 1.98986804485321 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 2.03519535064697 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 2.07247066497803 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 2.09054183959961 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
57.2 Data Frame Summary
57.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 4.4 (1.1) min < med < max: 1.9 < 4.3 < 14 IQR (CV) : 1.5 (0.3) |
3651 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 4.5 (1.3) min < med < max: 1.9 < 4.4 < 14.8 IQR (CV) : 1.6 (0.3) |
3652 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 7.415627 4.613824
value 2 4.128076 4.357427
value 3 4.465183 4.911554
value 4 5.489556 5.330330
value 5 5.427851 5.145489
value 6 5.394689 5.766738
value 7 5.183518 2.417670
value 8 4.650743 3.761962
value 9 4.653863 4.109242
value 10 4.734624 4.060365
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 7.415627 4.613824 1 1
value value 2001-01-02 4.128076 4.357427 2 2
value value 2001-01-03 4.465183 4.911554 3 3
value value 2001-01-04 5.489556 5.33033 4 4
value value 2001-01-05 5.427851 5.145489 5 5
value value 2001-01-06 5.394689 5.766738 6 6
value value 2001-01-07 5.183518 2.41767 7 7
value value 2001-01-08 4.650743 3.761962 8 8
value value 2001-01-09 4.653863 4.109242 9 9
value value 2001-01-10 4.734624 4.060365 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
57.3 Plots for wsp_0110_hk_dailymax
57.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -3.4502319 |
| Mean diff (bias) | -0.1489572 |
| Upper 95% LoA | 3.1523176 |
| • LoA lower | -3.4502319 |
| • Mean diff | -0.1489572 |
| • LoA upper | 3.1523176 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.2035949 |
| • Mean diff, CI upper | -0.0943194 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -3.5448673 |
| • LoA lower, CI upper | -3.3555966 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 3.0576822 |
| • LoA upper, CI upper | 3.2469530 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 3.3012748 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -2.734144 |
| SD % of Diff | 35.306010 |
| Lower 95% LoA (%) | -71.933924 |
| Upper 95% LoA (%) | 66.465637 |
57.3.0.2 Bland–Altman Plots
NULL
58 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_0110_hk_dailymax | 3653 | 2.29 – 10.07 | -0.15 (-0.20 – -0.09) | -0.15 (-3.45 – 3.15) | ± 0.22 | Passed |
59 Variable: wsp_0110_hk_dailymean
59.1 Summary Statistics for wsp_0110_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 3.248926 | 1.0295638 | 1.019684 | 2.496641 | 3.169726 | 3.866867 | 10.047061 | 1.019592 | 1.370226 | 0.3168936 | 0.8050281 | 0.040511 | 1.731389 | 3653 | 3653 | 100 |
| old | 3.256338 | 0.9733602 | 1.090004 | 2.547867 | 3.188545 | 3.863456 | 9.760059 | 0.973964 | 1.315589 | 0.2989125 | 0.7182975 | 0.040511 | 1.442198 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 1.09000408649445 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 1.15498554706573 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 1.18250620365143 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 1.21253275871277 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 1.2292183637619 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 1.24909198284149 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
59.2 Data Frame Summary
59.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 3.3 (1) min < med < max: 1.1 < 3.2 < 9.8 IQR (CV) : 1.3 (0.3) |
3651 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 3.2 (1) min < med < max: 1 < 3.2 < 10 IQR (CV) : 1.4 (0.3) |
3652 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3653 3653
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3653
-----------------------------
First 10 of 3653 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 3.003290 2.695067
value 2 2.986480 2.921393
value 3 3.742800 3.461336
value 4 4.090565 3.840347
value 5 4.357703 4.542647
value 6 4.591209 2.908523
value 7 3.829817 1.361894
value 8 3.887868 2.720811
value 9 3.499750 3.083441
value 10 3.199404 3.189805
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3653
Number of observations with all compared variables equal 0
Number of values unequal 3653
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3653 0
Table: Differences detected (3643 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2001-01-01 3.00329 2.695067 1 1
value value 2001-01-02 2.98648 2.921393 2 2
value value 2001-01-03 3.7428 3.461336 3 3
value value 2001-01-04 4.090565 3.840347 4 4
value value 2001-01-05 4.357703 4.542647 5 5
value value 2001-01-06 4.591209 2.908523 6 6
value value 2001-01-07 3.829817 1.361894 7 7
value value 2001-01-08 3.887868 2.720811 8 8
value value 2001-01-09 3.49975 3.083441 9 9
value value 2001-01-10 3.199404 3.189805 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
59.3 Plots for wsp_0110_hk_dailymean
59.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.0000000 |
| Lower 95% LoA | -2.7168958 |
| Mean diff (bias) | 0.0074127 |
| Upper 95% LoA | 2.7317213 |
| • LoA lower | -2.7168958 |
| • Mean diff | 0.0074127 |
| • LoA upper | 2.7317213 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.0376759 |
| • Mean diff, CI upper | 0.0525014 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -2.7949917 |
| • LoA lower, CI upper | -2.6388000 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 2.6536254 |
| • LoA upper, CI upper | 2.8098171 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 2.7243085 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0.7218981 |
| SD % of Diff | 41.1600471 |
| Lower 95% LoA (%) | -79.9517943 |
| Upper 95% LoA (%) | 81.3955905 |
59.3.0.2 Bland–Altman Plots
NULL
60 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_0110_hk_dailymean | 3653 | 1.42 – 7.36 | 0.01 (-0.04 – 0.05) | 0.01 (-2.72 – 2.73) | ± 0.16 | Passed |
61 Variable: wsp_1120_hk_dailymax
61.1 Summary Statistics for wsp_1120_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 4.615890 | 1.215315 | 1.74130 | 3.744382 | 4.593876 | 5.373506 | 13.68154 | 1.207609 | 1.628270 | 0.2632895 | 0.7842429 | 0.0405054 | 2.899454 | 3654 | 3654 | 100 |
| old | 4.369846 | 1.168940 | 1.76697 | 3.519724 | 4.281531 | 5.040463 | 12.64381 | 1.127471 | 1.520628 | 0.2675014 | 1.0753025 | 0.0405054 | 3.402890 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 1.76696991920471 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 1.77951276302338 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 1.80058288574219 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 1.9723836183548 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 1.97464191913605 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 2.04852676391602 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
61.2 Data Frame Summary
61.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 4.4 (1.2) min < med < max: 1.8 < 4.3 < 12.6 IQR (CV) : 1.5 (0.3) |
3654 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 4.6 (1.2) min < med < max: 1.7 < 4.6 < 13.7 IQR (CV) : 1.6 (0.3) |
3653 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 3.623331 5.672678
value 2 3.029096 6.441784
value 3 2.744879 5.387099
value 4 2.948053 4.932427
value 5 3.911729 5.359606
value 6 3.477132 5.131111
value 7 4.059766 4.603414
value 8 4.999397 4.472174
value 9 4.595472 4.358326
value 10 4.277457 4.639763
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 3.623331 5.672678 1 1
value value 2011-01-02 3.029096 6.441784 2 2
value value 2011-01-03 2.744879 5.387099 3 3
value value 2011-01-04 2.948053 4.932427 4 4
value value 2011-01-05 3.911729 5.359606 5 5
value value 2011-01-06 3.477132 5.131111 6 6
value value 2011-01-07 4.059766 4.603414 7 7
value value 2011-01-08 4.999397 4.472174 8 8
value value 2011-01-09 4.595472 4.358326 9 9
value value 2011-01-10 4.277457 4.639763 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
61.3 Plots for wsp_1120_hk_dailymax
61.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -3.4199176 |
| Mean diff (bias) | -0.2460443 |
| Upper 95% LoA | 2.9278290 |
| • LoA lower | -3.4199176 |
| • Mean diff | -0.2460443 |
| • LoA upper | 2.9278290 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.2985663 |
| • Mean diff, CI upper | -0.1935223 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -3.5108884 |
| • LoA lower, CI upper | -3.3289468 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 2.8368582 |
| • LoA upper, CI upper | 3.0187998 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 3.1738733 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -5.285529 |
| SD % of Diff | 34.692175 |
| Lower 95% LoA (%) | -73.282193 |
| Upper 95% LoA (%) | 62.711135 |
61.3.0.2 Bland–Altman Plots
NULL
62 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_1120_hk_dailymax | 3654 | 2.29 – 9.63 | -0.25 (-0.30 – -0.19) | -0.25 (-3.42 – 2.93) | ± 0.22 | ⚠ | Failed |
63 Variable: wsp_1120_hk_dailymean
63.1 Summary Statistics for wsp_1120_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 3.303515 | 1.0280451 | 1.0008906 | 2.533074 | 3.261488 | 3.988158 | 10.138318 | 1.079080 | 1.454976 | 0.3111974 | 0.4913004 | 0.0405054 | 0.6646736 | 3654 | 3654 | 100 |
| old | 3.245652 | 0.9945571 | 0.8460758 | 2.494058 | 3.174937 | 3.844456 | 9.336902 | 1.001099 | 1.350104 | 0.3064275 | 0.8509275 | 0.0405054 | 1.9055025 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0.846075773239136 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 1.05121123790741 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 1.12652730941772 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 1.23508131504059 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 1.23815500736237 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 1.24638736248016 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
63.2 Data Frame Summary
63.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 0
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 3.2 (1) min < med < max: 0.8 < 3.2 < 9.3 IQR (CV) : 1.4 (0.3) |
3653 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 3.3 (1) min < med < max: 1 < 3.3 < 10.1 IQR (CV) : 1.5 (0.3) |
3654 distinct values |  |
0 (0.0%) |
d) Difference Analysis
Differences found between the objects!
Summary of BASE and COMPARE
==================================================================
PROPERTY BASE COMP
------------------------------------------------------------------
Name df_old df_new
Class "tbl_df, tbl, data.frame" "tbl_df, tbl, data.frame"
Rows(#) 3654 3654
Columns(#) 2 2
------------------------------------------------------------------
Not all Values Compared Equal
=============================
Variable No of Differences
-----------------------------
value 3654
-----------------------------
First 10 of 3654 rows are shown in table below
=============================================
VARIABLE ..ROWNUMBER.. BASE COMPARE
---------------------------------------------
value 1 2.219889 4.178609
value 2 2.454135 5.688650
value 3 2.215725 4.101653
value 4 2.229841 4.092755
value 5 3.334174 4.679245
value 6 2.772530 4.142403
value 7 2.913610 3.624662
value 8 3.946987 2.922909
value 9 3.673584 3.638982
value 10 3.279572 3.518388
---------------------------------------------
e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 1
Number of variables compared with all values equal 0
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 3654
Number of observations with all compared variables equal 0
Number of values unequal 3654
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ ----- ----
value value 3654 0
Table: Differences detected (3644 not shown)
var.x var.y Date values.x values.y row.x row.y
------ ------ ----------- --------- --------- ------ ------
value value 2011-01-01 2.219889 4.178609 1 1
value value 2011-01-02 2.454135 5.68865 2 2
value value 2011-01-03 2.215725 4.101653 3 3
value value 2011-01-04 2.229841 4.092755 4 4
value value 2011-01-05 3.334174 4.679245 5 5
value value 2011-01-06 2.77253 4.142403 6 6
value value 2011-01-07 2.91361 3.624662 7 7
value value 2011-01-08 3.946987 2.922909 8 8
value value 2011-01-09 3.673584 3.638982 9 9
value value 2011-01-10 3.279572 3.518388 10 10
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
63.3 Plots for wsp_1120_hk_dailymean
63.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.0000000 |
| Lower 95% LoA | -2.7529374 |
| Mean diff (bias) | -0.0578627 |
| Upper 95% LoA | 2.6372119 |
| • LoA lower | -2.7529374 |
| • Mean diff | -0.0578627 |
| • LoA upper | 2.6372119 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | -0.1024614 |
| • Mean diff, CI upper | -0.0132640 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | -2.8301846 |
| • LoA lower, CI upper | -2.6756901 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 2.5599647 |
| • LoA upper, CI upper | 2.7144592 |
| Multiplier for LoA (two) | 1.9600000 |
| Critical diff | 2.6950747 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | -1.309047 |
| SD % of Diff | 41.178807 |
| Lower 95% LoA (%) | -82.019508 |
| Upper 95% LoA (%) | 79.401413 |
63.3.0.2 Bland–Altman Plots
NULL
64 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_1120_hk_dailymean | 3654 | 1.42 – 7.03 | -0.06 (-0.10 – -0.01) | -0.06 (-2.75 – 2.64) | ± 0.16 | Passed |
65 Variable: wsp_3039_hk_dailymax
65.1 Summary Statistics for wsp_3039_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 4.459073 | 1.191483 | 1.649268 | 3.576782 | 4.400074 | 5.153434 | 13.5544 | 1.170816 | 1.576652 | 0.2672041 | 0.9503267 | 0.040511 | 2.831151 | 3653 | 3653 | 100 |
| old | 4.459073 | 1.191483 | 1.649268 | 3.576782 | 4.400074 | 5.153434 | 13.5544 | 1.170816 | 1.576652 | 0.2672041 | 0.9503267 | 0.040511 | 2.831151 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 1.64926779270172 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 1.86238360404968 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 1.91628038883209 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 1.99021446704865 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 2.02125120162964 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 2.02291226387024 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
65.2 Data Frame Summary
65.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 1
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 4.5 (1.2) min < med < max: 1.6 < 4.4 < 13.6 IQR (CV) : 1.6 (0.3) |
3652 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 4.5 (1.2) min < med < max: 1.6 < 4.4 < 13.6 IQR (CV) : 1.6 (0.3) |
3652 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3653
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
65.3 Plots for wsp_3039_hk_dailymax
65.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
65.3.0.2 Bland–Altman Plots
NULL
66 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_3039_hk_dailymax | 3653 | 1.65 – 13.55 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 0.22 | Passed |
67 Variable: wsp_3039_hk_dailymean
67.1 Summary Statistics for wsp_3039_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 3.296024 | 1.032373 | 0.79118 | 2.547815 | 3.22238 | 3.897588 | 8.62009 | 1.00042 | 1.349773 | 0.3132176 | 0.7646785 | 0.040511 | 1.215614 | 3653 | 3653 | 100 |
| old | 3.296024 | 1.032373 | 0.79118 | 2.547815 | 3.22238 | 3.897588 | 8.62009 | 1.00042 | 1.349773 | 0.3132176 | 0.7646785 | 0.040511 | 1.215614 | 3653 | 3653 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 0.791179955005646 | 1 | 0.0273748 | 0.0273748 | 0.0273748 | 0.0273748 |
| 1.11362159252167 | 1 | 0.0273748 | 0.0547495 | 0.0273748 | 0.0547495 |
| 1.1158834695816 | 1 | 0.0273748 | 0.0821243 | 0.0273748 | 0.0821243 |
| 1.14262115955353 | 1 | 0.0273748 | 0.1094990 | 0.0273748 | 0.1094990 |
| 1.18598413467407 | 1 | 0.0273748 | 0.1368738 | 0.0273748 | 0.1368738 |
| 1.19655168056488 | 1 | 0.0273748 | 0.1642486 | 0.0273748 | 0.1642486 |
c) Data Description
67.2 Data Frame Summary
67.2.1 df_descr
Dimensions: 3653 x 2
Duplicates: 2
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 3.3 (1) min < med < max: 0.8 < 3.2 < 8.6 IQR (CV) : 1.3 (0.3) |
3651 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 3.3 (1) min < med < max: 0.8 < 3.2 < 8.6 IQR (CV) : 1.3 (0.3) |
3651 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3653
y df_new 2 3653
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3653
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3653
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
67.3 Plots for wsp_3039_hk_dailymean
67.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3653.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
67.3.0.2 Bland–Altman Plots
NULL
68 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_3039_hk_dailymean | 3653 | 0.79 – 8.62 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 0.16 | Passed |
69 Variable: wsp_4049_hk_dailymax
69.1 Summary Statistics for wsp_4049_hk_dailymax
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 4.36219 | 1.119854 | 1.604765 | 3.514094 | 4.285476 | 5.052427 | 11.90838 | 1.141784 | 1.53802 | 0.2567183 | 0.8100704 | 0.0405054 | 1.807813 | 3654 | 3654 | 100 |
| old | 4.36219 | 1.119854 | 1.604765 | 3.514094 | 4.285476 | 5.052427 | 11.90838 | 1.141784 | 1.53802 | 0.2567183 | 0.8100704 | 0.0405054 | 1.807813 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 1.60476458072662 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 1.89529263973236 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 1.94082427024841 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 2.04690504074097 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 2.07173728942871 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 2.10003900527954 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
69.2 Data Frame Summary
69.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 3
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 4.4 (1.1) min < med < max: 1.6 < 4.3 < 11.9 IQR (CV) : 1.5 (0.3) |
3651 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 4.4 (1.1) min < med < max: 1.6 < 4.3 < 11.9 IQR (CV) : 1.5 (0.3) |
3651 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3654
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
69.3 Plots for wsp_4049_hk_dailymax
69.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
69.3.0.2 Bland–Altman Plots
NULL
70 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_4049_hk_dailymax | 3654 | 1.60 – 11.91 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 0.22 | Passed |
71 Variable: wsp_4049_hk_dailymean
71.1 Summary Statistics for wsp_4049_hk_dailymean
a) Basic Statistics
| Statistic | Mean | Std.Dev | Min | Q1 | Median | Q3 | Max | MAD | IQR | CV | Skewness | SE.Skewness | Kurtosis | N.Valid | N | Pct.Valid |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| new | 3.227318 | 0.9695871 | 1.053414 | 2.506833 | 3.14592 | 3.846348 | 8.689528 | 0.9935035 | 1.338723 | 0.3004312 | 0.6084349 | 0.0405054 | 0.6095559 | 3654 | 3654 | 100 |
| old | 3.227318 | 0.9695871 | 1.053414 | 2.506833 | 3.14592 | 3.846348 | 8.689528 | 0.9935035 | 1.338723 | 0.3004312 | 0.6084349 | 0.0405054 | 0.6095559 | 3654 | 3654 | 100 |
b) Frequency Counts (binned)
| Freq | % Valid | % Valid Cum. | % Total | % Total Cum. | |
|---|---|---|---|---|---|
| 1.05341446399689 | 1 | 0.0273673 | 0.0273673 | 0.0273673 | 0.0273673 |
| 1.12020659446716 | 1 | 0.0273673 | 0.0547345 | 0.0273673 | 0.0547345 |
| 1.19530963897705 | 1 | 0.0273673 | 0.0821018 | 0.0273673 | 0.0821018 |
| 1.20197737216949 | 1 | 0.0273673 | 0.1094691 | 0.0273673 | 0.1094691 |
| 1.23789966106415 | 1 | 0.0273673 | 0.1368363 | 0.0273673 | 0.1368363 |
| 1.24331963062286 | 1 | 0.0273673 | 0.1642036 | 0.0273673 | 0.1642036 |
c) Data Description
71.2 Data Frame Summary
71.2.1 df_descr
Dimensions: 3654 x 2
Duplicates: 2
| Variable | Stats / Values | Freqs (% of Valid) | Graph | Missing |
|---|---|---|---|---|
| old [numeric] |
Mean (sd) : 3.2 (1) min < med < max: 1.1 < 3.1 < 8.7 IQR (CV) : 1.3 (0.3) |
3652 distinct values |  |
0 (0.0%) |
| new [numeric] |
Mean (sd) : 3.2 (1) min < med < max: 1.1 < 3.1 < 8.7 IQR (CV) : 1.3 (0.3) |
3652 distinct values | |
0 (0.0%) |
d) Difference Analysis
No issues were found! e) comparedf() Summary
Table: Summary of data.frames
version arg ncol nrow
-------- ------- ----- -----
x df_old 2 3654
y df_new 2 3654
Table: Summary of overall comparison
statistic value
------------------------------------------------------------ ------
Number of by-variables 1
Number of non-by variables in common 1
Number of variables compared 1
Number of variables in x but not y 0
Number of variables in y but not x 0
Number of variables compared with some values unequal 0
Number of variables compared with all values equal 1
Number of observations in common 3654
Number of observations in x but not y 0
Number of observations in y but not x 0
Number of observations with some compared variables unequal 0
Number of observations with all compared variables equal 3654
Number of values unequal 0
Table: Variables not shared
------------------------
No variables not shared
------------------------
Table: Other variables not compared
--------------------------------
No other variables not compared
--------------------------------
Table: Observations not shared
---------------------------
No observations not shared
---------------------------
Table: Differences detected by variable
var.x var.y n NAs
------ ------ --- ----
value value 0 0
Table: Differences detected
------------------------
No differences detected
------------------------
Table: Non-identical attributes
----------------------------
No non-identical attributes
----------------------------
71.3 Plots for wsp_4049_hk_dailymean
71.3.0.1 Bland–Altman Summary Tables
| Statistic | Value |
|---|---|
| N pairs (Obs) | 3654.00 |
| Lower 95% LoA | 0.00 |
| Mean diff (bias) | 0.00 |
| Upper 95% LoA | 0.00 |
| • LoA lower | 0.00 |
| • Mean diff | 0.00 |
| • LoA upper | 0.00 |
| 95% CI on Mean diff | NA |
| • Mean diff, CI lower | 0.00 |
| • Mean diff, CI upper | 0.00 |
| 95% CI on LoA lower | NA |
| • LoA lower, CI lower | 0.00 |
| • LoA lower, CI upper | 0.00 |
| 95% CI on LoA upper | NA |
| • LoA upper, CI lower | 0.00 |
| • LoA upper, CI upper | 0.00 |
| Multiplier for LoA (two) | 1.96 |
| Critical diff | 0.00 |
| Statistic | Value |
|---|---|
| Mean % Diff (bias%) | 0 |
| SD % of Diff | 0 |
| Lower 95% LoA (%) | 0 |
| Upper 95% LoA (%) | 0 |
71.3.0.2 Bland–Altman Plots
NULL
72 Overview: Mean‐Difference & Bland–Altman Summary
| Analyte | N | Range | Mean Difference (95% CI) | Bias (95% LoA) | Goal | Issues | Conclusion |
|---|---|---|---|---|---|---|---|
| wsp_4049_hk_dailymean | 3654 | 1.05 – 8.69 | 0.00 (0.00 – 0.00) | 0.00 (0.00 – 0.00) | ± 0.16 | Passed |