The goal of data.iquizoo is to provide datasets for IQUIZOO workflows. It originally lived in dataproc.iquizoo package, and then we divided it into two new packages: data.iquizoo and preproc.iquizoo (see psychelzh/dataproc.iquizoo#42 for more discussions on this decision).
You can install the development version of data.iquizoo from GitHub with:
# install.packages("devtools")
devtools::install_github("psychelzh/data.iquizoo")This is a basic example which shows you how to solve a common problem:
library(data.iquizoo)
## basic example code
head(game_info)
#> game_id game_name
#> 1 9e14dbf6-8689-4e45-88e6-472f8f3f2663 Conners行为评定量表
#> 2 5b62cb67-dc37-4e3a-b948-ee2f202e3f35 MBTI职业性格测试
#> 3 f393282a-e2b1-4f40-a434-b7f7f345d13b MINIKID
#> 4 438e859d-8fcb-43c9-aee7-6fee32550134 SAGES图形推理测验
#> 5 ed0a28e4-9a36-402d-b671-3a26abb57581 按图索骥
#> 6 3ebada56-d085-4ec4-807b-62857e1ecb11 贝克焦虑量表
#> game_name_en game_name_abbr prep_fun_name
#> 1 Conners Conners sumscore
#> 2 MBTI MBTI sumscore
#> 3 MINIKID MINIKID sumscore
#> 4 SAGES SAGES countcorrect
#> 5 Hidden Object Paradigm HOP refframe
#> 6 Beck Anxiety Inventory BAI sumscore
str(config_prep_fun)
#> List of 27
#> $ bart :List of 2
#> ..$ input :List of 2
#> .. ..$ name_nhit : chr "nhit"
#> .. ..$ name_feedback: chr "feedback"
#> ..$ output: chr [1:3] "mean_pumps" "mean_pumps_raw" "num_explosion"
#> $ bps :List of 2
#> ..$ input :List of 5
#> .. ..$ name_phase: chr "phase"
#> .. ..$ name_type : chr "type"
#> .. ..$ name_resp : chr "resp"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:5] "pc" "p_sim_foil" "p_sim_lure" "p_sim_target" ...
#> $ complexswitch:List of 2
#> ..$ input :List of 6
#> .. ..$ name_block : chr "block"
#> .. ..$ name_cong : chr "stimtype"
#> .. ..$ name_task : chr [1:2] "task" "sex"
#> .. ..$ name_switch: chr "tasktype"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:16] "mrt_con" "mrt_inc" "cong_eff_rt" "pc_con" ...
#> $ congeff :List of 2
#> ..$ input :List of 3
#> .. ..$ name_cong: chr "type"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:6] "mrt_inc" "mrt_con" "cong_eff_rt" "pc_inc" ...
#> $ countcorrect :List of 2
#> ..$ input :List of 1
#> .. ..$ name_acc: chr [1:3] "acc" "repetition" "correctness"
#> ..$ output: chr "nc"
#> $ countcorrect2:List of 2
#> ..$ input :List of 2
#> .. ..$ name_nc: chr "ncorrect"
#> .. ..$ name_ne: chr "nerror"
#> ..$ output: chr "nc_cor"
#> $ cpt :List of 2
#> ..$ input :List of 3
#> .. ..$ name_type: chr [1:3] "type" "stimtype" "cresp"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:7] "nc" "mrt" "rtsd" "dprime" ...
#> $ crt :List of 2
#> ..$ input :List of 2
#> .. ..$ name_acc: chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:3] "mrt" "rtsd" "nc"
#> $ driving :List of 2
#> ..$ input :List of 3
#> .. ..$ name_yellow_dur : chr "yellowdur"
#> .. ..$ name_still_dur : chr "stilldur"
#> .. ..$ name_still_light: chr "stilllight"
#> ..$ output: chr "still_ratio"
#> $ drm :List of 2
#> ..$ input :List of 4
#> .. ..$ name_type: chr "type"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> .. ..$ name_resp: chr "resp"
#> ..$ output: chr [1:4] "tm_dprime" "tm_bias" "fm_dprime" "fm_bias"
#> $ igt :List of 2
#> ..$ input :List of 2
#> .. ..$ name_pool : chr "poolid"
#> .. ..$ name_outcome: chr "outcome"
#> ..$ output: chr [1:2] "sum_outcome" "perc_good"
#> $ jlo :List of 2
#> ..$ input :List of 3
#> .. ..$ name_angle: chr "angle"
#> .. ..$ name_resp : chr "resp"
#> .. ..$ name_acc : chr "acc"
#> ..$ output: chr [1:3] "nc" "mean_ang_err" "mean_log_err"
#> $ locmem :List of 2
#> ..$ input :List of 1
#> .. ..$ name_dist: chr "resplocdist"
#> ..$ output: chr [1:3] "nc_loc" "mean_dist_err" "mean_log_err"
#> $ locmem2 :List of 2
#> ..$ input :List of 2
#> .. ..$ name_acc_order: chr "respaccorder"
#> .. ..$ name_dist : chr "resplocdist"
#> ..$ output: chr [1:4] "nc_loc" "mean_dist_err" "mean_log_err" "nc_order"
#> $ london :List of 2
#> ..$ input :List of 4
#> .. ..$ name_level : chr "level"
#> .. ..$ name_score : chr "score"
#> .. ..$ name_outcome: chr "outcome"
#> .. ..$ name_steps : chr "stepsused"
#> ..$ output: chr [1:3] "total_score" "mean_level" "level_score"
#> $ multisense :List of 2
#> ..$ input :List of 2
#> .. ..$ name_type: chr "type"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:4] "mrt_image" "mrt_sound" "mrt_mixed" "mrt_mixadv"
#> $ nback :List of 2
#> ..$ input :List of 3
#> .. ..$ name_type: chr "type"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:4] "pc" "mrt" "dprime" "c"
#> $ nle :List of 2
#> ..$ input :List of 2
#> .. ..$ name_number: chr "number"
#> .. ..$ name_resp : chr "resp"
#> ..$ output: chr [1:2] "mean_abs_err" "mean_log_err"
#> $ nsymncmp :List of 2
#> ..$ input :List of 4
#> .. ..$ name_big : chr "bigsetcount"
#> .. ..$ name_small: chr "smallsetcount"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:3] "pc" "mrt" "w"
#> $ refframe :List of 2
#> ..$ input :List of 2
#> .. ..$ name_type: chr "type"
#> .. ..$ name_dist: chr "dist"
#> ..$ output: chr [1:6] "mean_dist_err_allo" "mean_log_err_allo" "mean_dist_err_ego" "mean_log_err_ego" ...
#> $ span :List of 2
#> ..$ input :List of 2
#> .. ..$ name_slen : chr [1:2] "numtarget" "slen"
#> .. ..$ name_outcome: chr "outcome"
#> ..$ output: chr [1:3] "nc" "max_span" "mean_span"
#> $ srt :List of 2
#> ..$ input :List of 1
#> .. ..$ name_rt: chr "rt"
#> ..$ output: chr [1:2] "mrt" "rtsd"
#> $ stopsignal :List of 2
#> ..$ input :List of 4
#> .. ..$ name_type: chr "type"
#> .. ..$ name_ssd : chr "ssd"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:4] "pc_all" "pc_go" "medrt_go" "ssrt"
#> $ sumweighted :List of 2
#> ..$ input :List of 2
#> .. ..$ name_weight: chr "nstim"
#> .. ..$ name_acc : chr "acc"
#> ..$ output: chr "nc_weighted"
#> $ sumscore :List of 2
#> ..$ input :List of 1
#> .. ..$ name_score: chr "score"
#> ..$ output: chr "nc_score"
#> $ switchcost :List of 2
#> ..$ input :List of 5
#> .. ..$ name_block : chr "block"
#> .. ..$ name_task : chr "task"
#> .. ..$ name_switch: chr "type"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:10] "mrt_pure" "mrt_repeat" "mrt_switch" "switch_cost_rt_gen" ...
#> $ symncmp :List of 2
#> ..$ input :List of 4
#> .. ..$ name_big : chr "big"
#> .. ..$ name_small: chr "small"
#> .. ..$ name_acc : chr "acc"
#> .. ..$ name_rt : chr "rt"
#> ..$ output: chr [1:3] "pc" "mrt" "dist_eff"We develop with the github flow for its simplicity of this package.