Publications by james lin
Version 4 Agg graphs
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 20 min Aggregate Graphs 2.1 Aggregate function 2.2 0-5 cm 20 minutes 2.3 5-10 cm 20 minutes 2.4 10-15 cm 20 minutes 2.5 15-25 cm 20 minutes 3 5 min Aggregate Graphs 3.1 Aggregate function 3.2 0-5 cm 5 minutes 3.3 5-10 cm 5 minutes 3.4 10-15 ...
2649 sym R (4146 sym/24 pcs) 22 img
Version 5 NRCS graphs
Change up labels 1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 Extra 2.1 Kansas Map ## Warning in f(...): True north is not meaningful without coord_sf() 2.2 Correlation Matrix ## [1] "sample_name" "location" "treatment" ## [4] "depth" "replication" ...
1681 sym R (6432 sym/91 pcs) 76 img
Version 2 NRCS statgraphs
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Depth Wrangling 1.5 5) Theme James 1.6 Comments 2 Biological Graphs 2.1 B-Glucosidase 2.1.1 0-5 cm ## [1] "0-5 cm" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF F value Pr(>F) ## landuse ...
2591 sym R (219468 sym/637 pcs) 67 img
Tribune 2 graphs
Remove all the ratios Adjust x axis scale 1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 1.5 5) Depth Wrangling 2 Extra 2.1 Comments 2.2 Correlation Matrix ## [1] "number" "depths" ## [3] "depth" "treatment" ## [5...
3323 sym R (34942 sym/367 pcs) 144 img
Version 1 NRCS agg correlation 4-29-21
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James Bar 1.5 5) Theme James Correlation 2 Methods Comparison 2.1 Data Manipulation 2.2 20mwd and 5mwd Correlation graphs use soils data frame and location_a and horizon_a ### Correlation plots for group depths 2.3 20mwd and NRCS Correlation graphs use s...
684 sym R (1196 sym/9 pcs) 26 img
version 1 biofuel agg fractions
1 Set Up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 Extra 2.1 Comments #Graphs 2.2 Aggregate function 2.3 2019 0-5 cm 2.4 2019 5-15 cm 2.5 2014 0-5 cm 2.6 2014 5-15 cm ...
247 sym 4 img
Version 1 biofuel mean weight diameter
1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 2 Extra 2.1 Comments 2.1.1 ANOVA ## [1] "2019 0-5 cm aggregates" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF F value Pr(>F) ## treatment 2.802 0.93399 3 12 6.5894 0.007001 ...
290 sym R (1223 sym/12 pcs) 5 img
version 3 tribune 2 graph
Add new mexico variables 1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Theme James 1.5 5) Depth Wrangling 2 Extra 2.1 Comments 2.2 Correlation Matrix ## [1] "number" "depths" ## [3] "depth" "treatment" ## [5] "replication" ...
3626 sym R (38707 sym/407 pcs) 160 img
Version 4 NRCS statgraph
Has accurate standard errors 1 Set up 1.1 1) Load packages 1.2 2) Import data 1.3 3) Data Wrangling 1.4 4) Depth Wrangling 1.5 5) Theme James 1.6 Comments 2 Biological Graphs 2.1 B-Glucosidase 2.1.1 0-5 cm P ## [1] "0-5 cm" ## Type III Analysis of Variance Table with Satterthwaite's method ## Sum Sq Mean Sq NumDF DenDF ...
4627 sym R (367050 sym/768 pcs) 122 img
chapter 2 aggregate code
1 Set up knitr::opts_chunk$set( echo = T, message = FALSE, warning = FALSE ) 1.1 1) Load packages library(readxl) library(dplyr) library(tidyr) library(ggplot2) library(janitor) library(grid) library(ggthemes) library(extrafont) #font_import() loadfonts(device = "win") windowsFonts(Times = windowsFont("TT Times New Rom...
2718 sym R (266693 sym/455 pcs) 46 img