From 6b9c939eefaeb61f420ac2660c64301dadd188bc Mon Sep 17 00:00:00 2001 From: rosrobshaw <157509261+rosrobshaw@users.noreply.github.com> Date: Tue, 9 Apr 2024 15:29:17 +0200 Subject: [PATCH] Add practices sat practice sat (learning) and sat match/mismatch so far are on two different files, not sure how to merge them!! --- analysis/0_preprocessing.py | 31 +- data/rawdata_practice_sat.csv | 1519 +++++++++++++++++++++++++++++++++ 2 files changed, 1546 insertions(+), 4 deletions(-) create mode 100644 data/rawdata_practice_sat.csv diff --git a/analysis/0_preprocessing.py b/analysis/0_preprocessing.py index ee020e0..7246320 100644 --- a/analysis/0_preprocessing.py +++ b/analysis/0_preprocessing.py @@ -43,6 +43,7 @@ def osf_listfiles(data_subproject="", token="", after_date=None): alldata_sub = pd.DataFrame() # Initialize empty dataframe alldata_ig = pd.DataFrame() # Initialize empty dataframe alldata_sat = pd.DataFrame() # Initialize empty dataframe +alldata_sat_practicetrial = pd.DataFrame() # Initialize empty dataframe alldata_aaq = pd.DataFrame() alldata_dass = pd.DataFrame() @@ -146,7 +147,25 @@ def osf_listfiles(data_subproject="", token="", after_date=None): "Correct": sat_trial["correct"].values, } ) - + + sat_practicetrial = data[data["screen"] == "sat_practicetrial"] + # Skip particpants that did not complete the task + if len(sat_practicetrial) == 0: + continue + + data_sat_practicetrial = pd.DataFrame( + { + "Participant": file["name"], + "Trial": sat_practicetrial["trial_number"], + "Answer": sat_practicetrial["answer"].values, + "Correct": sat_practicetrial["correct"].values, + "Correct_Answer": sat_practicetrial["answer_correct"].values, + "Label_Condition": sat_practicetrial["condition"].values, + "RT": sat_practicetrial["rt"].values, + "Response": sat_practicetrial["response"].values, + } + ) + aaq = data[data["screen"] == "questionnaire_aaq_english"] data_aaq = pd.DataFrame( @@ -228,19 +247,23 @@ def osf_listfiles(data_subproject="", token="", after_date=None): ) # Mege dataframes ---------------------------------------------------- - alldata_sub = pd.concat([alldata_sub, data_sub], axis=0) - alldata_sat = pd.concat([alldata_sat, data_sat], axis=0) + alldata_sub = pd.concat([alldata_sub, data_sub], axis=0) + alldata_sat = pd.concat([alldata_sat, data_sat], axis=0) alldata_aaq = pd.concat([alldata_aaq, data_aaq], axis=0) alldata_dass = pd.concat([alldata_dass, data_dass], axis=0) alldata_ig = pd.concat([alldata_ig, data_ig], axis=0) + alldata_sat_practicetrial = pd.concat([alldata_sat_practicetrial, data_sat_practicetrial], axis=0) alldata_sub.to_csv("../data/rawdata_participants.csv",index=False) -alldata_sat.to_csv("../data/rawdata_sat.csv", index=False) +#alldata_sat.to_csv("../data/rawdata_sat.csv", index=False) alldata_aaq.to_csv("../data/rawdata_aaq.csv", index=False) alldata_dass.to_csv("../data/rawdata_dass.csv", index=False) alldata_ig.to_csv("../data/rawdata_ig.csv", index=False) 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