Skip to content

Commit

Permalink
Merge pull request #11 from unsw-edu-au/wrangle_describe
Browse files Browse the repository at this point in the history
some wrangle describe decisions
  • Loading branch information
jenrichmond authored Jun 13, 2024
2 parents f2d9a7b + 4d675ce commit ed2cf83
Show file tree
Hide file tree
Showing 3 changed files with 692 additions and 6 deletions.
200 changes: 200 additions & 0 deletions data/sampledata_commentsexclusion.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,200 @@
participantid,ip_address,variable1,variable2,variable3,variable4,variable5,variable6,demographicscateg,condition12,condition1234,comments,completion_timeseconds,exclude_completion,exclude_time,variance,exclude_variance
103,73.173.1,4,4,6,5,5,6,2,1,3,,527,0,0,0.8,0
109,97.102.1,1,4,4,4,5,6,2,2,3,,287,0,0,2.8,0
118,108.30.2,3,6,6,2,3,2,1,1,1,,391,0,0,3.4666666666666672,0
121,75.128.9,2,5,5,2,1,1,2,1,2,,377,0,0,3.4666666666666672,0
122,76.185.1,6,2,3,5,6,5,2,1,4,,359,0,0,2.7,0
126,47.208.6,3,6,6,6,7,6,2,2,1,,595,0,0,1.8666666666666665,0
128,73.214.8,2,2,3,5,6,7,1,1,1,,296,0,0,4.566666666666667,0
129,24.167.1,1,4,4,1,1,3,2,2,3,,466,0,0,2.2666666666666666,0
132,24.46.11,2,4,4,3,4,3,2,2,3,,296,0,0,0.6666666666666666,0
133,72.187.1,2,3,3,3,2,4,1,1,3,,550,0,0,0.5666666666666667,0
134,108.30.2,1,5,5,4,5,5,1,1,1,,514,0,0,2.5666666666666673,0
136,71.206.8,7,2,2,5,7,6,1,2,1,,358,0,0,5.366666666666667,0
137,76.210.1,2,6,6,6,6,5,1,2,1,,435,0,0,2.5666666666666673,0
138,76.23.61,1,5,5,5,7,6,1,1,1,,418,0,0,4.166666666666667,0
144,70.182.9,1,5,5,6,4,7,1,1,4,,571,0,0,4.266666666666667,0
145,71.181.2,3,6,7,3,3,2,1,1,2,,382,0,0,4,0
147,107.210.,3,6,6,4,1,2,2,2,2,,160,0,0,4.2666666666666675,0
148,70.182.9,6,2,2,3,3,1,1,2,2,,226,0,0,2.9666666666666672,0
149,100.15.1,2,2,3,2,1,3,1,2,1,none,533,0,0,0.5666666666666667,0
160,49.205.1,1,5,5,4,6,4,1,2,3,,406,0,0,2.9666666666666672,0
161,142.196.,7,2,2,4,4,5,2,1,1,,541,0,0,3.6,0
171,108.215.,6,2,2,3,2,4,1,1,3,,226,0,0,2.566666666666667,0
175,67.249.8,2,6,6,7,5,6,2,1,4,,170,0,0,3.0666666666666664,0
183,75.12.93,3,6,6,6,4,7,2,1,4,,401,0,0,2.2666666666666666,0
186,64.237.2,3,6,7,7,5,6,2,1,4,exclude me!,463,0,0,2.2666666666666666,0
187,71.63.20,2,4,4,7,7,6,1,2,3,,213,0,0,4,0
194,47.156.2,7,2,2,1,3,2,2,2,2,,516,0,0,4.566666666666666,0
195,24.1.163,7,2,2,3,2,1,2,2,4,,557,0,0,4.566666666666666,0
203,24.247.1,3,6,6,5,6,5,1,1,4,I did your survey twice! Oops!,248,0,0,1.3666666666666665,0
207,68.63.16,6,2,3,7,4,5,2,2,4,none,289,0,0,3.5,0
209,24.31.24,4,3,4,3,2,1,2,2,3,,563,0,0,1.3666666666666667,0
210,74.196.6,3,3,3,5,6,5,2,2,1,,214,0,0,1.7666666666666668,0
214,69.247.7,4,3,3,3,2,4,1,1,3,,454,0,0,0.5666666666666667,0
217,71.192.8,3,3,3,7,6,7,2,2,3,,192,0,0,4.166666666666666,0
227,163.238.,2,6,6,3,4,3,1,1,4,,332,0,0,2.8,0
232,68.184.4,3,6,6,1,3,2,2,2,1,,457,0,0,4.3,0
233,99.136.2,7,2,2,1,3,4,1,2,4,,191,0,0,4.566666666666667,0
235,162.248.,1,4,4,1,3,3,1,2,2,,212,0,0,1.8666666666666665,0
240,174.60.7,4,5,6,4,3,3,1,2,1,,541,0,0,1.3666666666666667,0
248,73.149.2,3,3,3,7,7,6,1,2,3,thanks,265,0,0,4.166666666666666,0
252,47.17.18,3,6,5,7,5,6,1,1,3,,254,0,0,1.8666666666666665,0
261,24.34.32,2,6,6,3,4,3,1,2,1,,158,0,0,2.8,0
268,76.99.15,2,6,6,3,3,5,1,2,3,great survey,181,0,0,2.966666666666667,0
273,173.69.6,1,5,5,3,3,2,2,2,2,,463,0,0,2.5666666666666673,0
280,72.185.1,3,6,6,2,3,2,2,2,1,,421,0,0,3.4666666666666672,0
287,47.202.1,5,6,6,2,1,3,2,2,2,,377,0,0,4.566666666666667,0
294,162.231.,2,5,5,5,5,5,2,2,1,,528,0,0,1.5,0
295,74.70.19,4,3,3,5,7,4,2,1,3,,30,0,1,2.2666666666666666,0
296,114.142.,4,3,2,4,3,5,1,2,2,,201,0,0,1.1,0
298,75.39.5.,7,2,2,5,6,7,1,2,2,,597,0,0,5.366666666666667,0
306,76.92.35,2,5,5,2,2,2,1,2,1,,191,0,0,2.4,0
315,68.44.12,4,5,6,6,7,6,2,1,4,I am a bot.,303,0,0,1.0666666666666664,0
318,71.172.3,1,4,4,3,3,4,1,2,4,,576,0,0,1.3666666666666667,0
323,66.66.17,2,6,6,3,3,4,1,1,1,,382,0,0,2.8,0
324,73.61.25,2,5,5,1,2,3,2,2,3,,460,0,0,2.8,0
326,108.208.,6,2,2,2,2,3,2,2,3,,359,0,0,2.566666666666667,0
330,67.242.1,3,3,3,7,4,6,2,1,4,,477,0,0,3.0666666666666664,0
331,96.27.11,1,4,3,5,4,6,1,1,1,,437,0,0,2.9666666666666672,0
332,173.91.8,6,2,2,7,6,5,1,2,1,,407,0,0,4.666666666666666,0
339,184.91.9,2,5,5,6,5,6,2,1,1,,375,0,0,2.1666666666666674,0
340,100.2.42,3,6,6,3,3,5,1,2,4,,163,0,0,2.2666666666666666,0
341,172.91.8,3,3,3,3,2,1,2,1,2,,501,0,0,0.7,0
342,75.88.10,3,3,3,5,3,6,2,1,1,,321,0,0,1.7666666666666664,0
347,162.199.,2,6,6,2,2,1,1,1,4,,572,0,0,4.966666666666667,0
349,162.195.,6,2,2,3,2,1,2,2,2,ta!,225,0,0,3.066666666666667,0
360,32.208.8,4,3,3,2,4,3,1,2,2,,299,0,0,0.5666666666666667,0
362,50.97.23,2,5,5,7,4,5,1,1,3,,305,0,0,2.6666666666666665,0
366,107.77.1,1,4,4,2,1,4,1,1,2,,553,0,0,2.2666666666666666,0
378,184.13.6,4,4,4,4,4,4,4,4,4,,470,0,0,0,1
382,74.217.9,1,4,5,6,5,5,2,2,1,,466,0,0,3.0666666666666664,0
386,73.88.71,2,2,3,1,1,3,2,2,2,,518,0,0,0.8,0
391,98.127.1,1,4,3,6,3,6,1,1,2,,308,0,0,3.766666666666667,0
394,108.88.5,4,5,6,5,6,7,1,2,2,,464,0,0,1.1,0
398,166.181.,2,3,3,1,1,3,2,2,2,,537,0,0,0.9666666666666666,0
399,67.80.97,2,5,5,4,3,2,1,2,4,,499,0,0,1.9,0
400,73.39.22,6,6,6,6,6,6,6,6,6,,212,0,0,0,1
401,98.244.1,6,2,2,1,3,1,2,2,3,,55,0,1,3.5,0
402,67.48.16,3,6,5,2,4,2,2,2,1,,232,0,0,2.6666666666666665,0
422,73.38.16,7,2,2,2,3,6,2,1,1,,468,0,0,5.066666666666667,0
425,173.61.1,2,6,6,4,5,4,2,2,4,,477,0,0,2.3,0
426,104.1.23,2,6,6,3,4,3,2,2,1,,481,0,0,2.8,0
427,172.76.6,6,2,2,3,2,1,1,1,2,,62,0,1,3.066666666666667,0
428,71.237.1,3,3,3,3,3,3,3,3,3,,315,0,0,0,1
429,68.132.1,1,5,5,4,6,4,1,1,1,,593,0,0,2.9666666666666672,0
433,73.91.43,3,6,6,3,4,3,2,2,3,,307,0,0,2.166666666666667,0
436,107.242.,2,6,6,3,5,4,1,1,4,,519,0,0,2.6666666666666665,0
447,162.202.,2,4,4,3,2,2,2,1,2,,429,0,0,0.9666666666666666,0
448,76.186.1,2,4,4,2,1,4,2,1,3,,338,0,0,1.7666666666666664,0
449,108.200.,2,4,4,3,2,4,1,2,3,,163,0,0,0.9666666666666666,0
453,174.20.5,3,6,6,3,3,5,1,1,4,,247,0,0,2.2666666666666666,0
454,96.246.1,7,2,2,3,2,1,1,2,2,,358,0,0,4.566666666666666,0
464,67.167.4,2,6,6,2,4,2,1,2,2,,336,0,0,3.866666666666667,0
470,67.161.1,2,4,4,1,1,3,1,2,1,,403,0,0,1.9,0
474,74.130.2,6,2,2,3,2,1,2,1,2,,277,0,0,3.066666666666667,0
480,162.200.,4,5,6,7,6,5,2,2,4,,360,0,0,1.1,0
483,99.52.99,2,6,6,4,4,4,2,2,1,,314,0,0,2.2666666666666666,0
488,76.31.20,2,5,5,4,4,3,2,2,2,,356,0,0,1.3666666666666667,0
498,69.180.2,4,3,4,7,6,7,1,2,4,great survey,545,0,0,2.9666666666666663,0
504,99.61.18,4,2,2,7,6,7,2,2,4,thanks,399,0,0,5.466666666666667,0
510,66.69.37,2,3,3,5,6,7,2,2,2,,406,0,0,3.8666666666666663,0
513,73.19.18,3,3,3,5,4,4,2,1,4,,485,0,0,0.6666666666666666,0
530,75.18.18,1,5,4,2,2,3,2,1,4,,476,0,0,2.166666666666667,0
531,173.211.,4,5,6,2,1,2,1,2,3,,547,0,0,3.866666666666667,0
534,75.70.28,2,5,5,1,2,3,1,2,2,,208,0,0,2.8,0
535,201.254.,1,4,3,4,5,4,1,2,3,,318,0,0,1.9,0
550,73.225.1,6,2,2,4,5,6,2,1,3,,590,0,0,3.3666666666666663,0
554,50.4.32.,1,4,4,4,5,5,2,1,1,,322,0,0,2.166666666666667,0
564,70.95.39,1,4,4,2,3,3,2,1,2,,556,0,0,1.3666666666666667,0
566,170.83.2,3,6,6,4,5,3,1,1,2,,466,0,0,1.9,0
568,98.214.1,4,2,2,4,5,4,1,2,2,good survey,227,0,0,1.5,0
569,66.168.2,7,2,2,1,3,1,2,1,1,,565,0,0,5.066666666666667,0
573,108.171.,3,6,6,2,2,2,2,1,3,,325,0,0,3.9,0
582,174.63.2,2,3,3,3,2,1,1,1,4,,308,0,0,0.6666666666666666,0
590,67.168.1,2,6,6,7,5,7,2,1,3,,543,0,0,3.5,0
594,172.78.5,7,2,2,3,3,2,2,2,1,,527,0,0,3.766666666666667,0
597,73.111.1,2,5,5,1,4,3,1,2,3,,210,0,0,2.666666666666667,0
608,173.25.2,6,2,3,7,6,7,2,1,1,,236,0,0,4.566666666666667,0
609,99.116.1,2,4,4,4,6,7,2,1,2,,275,0,0,3.1,0
616,174.63.2,1,5,5,2,2,2,1,2,2,,233,0,0,2.966666666666667,0
622,67.168.1,1,5,5,1,3,1,2,1,3,,536,0,0,3.866666666666667,0
637,172.78.5,4,3,3,2,2,4,1,1,2,,261,0,0,0.8,0
642,73.111.1,1,4,5,4,6,5,2,2,2,,540,0,0,2.9666666666666677,0
648,173.25.2,1,5,4,1,2,1,2,2,1,,543,0,0,3.066666666666667,0
653,99.116.1,2,3,3,2,3,4,2,2,4,,248,0,0,0.5666666666666667,0
666,73.219.2,4,3,3,1,2,1,2,2,3,,582,0,0,1.4666666666666668,0
667,73.120.3,1,4,4,3,5,2,2,2,4,,199,0,0,2.1666666666666665,0
669,157.50.3,4,3,2,6,6,5,2,1,3,,396,0,0,2.6666666666666665,0
677,24.0.80.,2,2,3,2,5,4,1,1,3,n/a,387,0,0,1.6,0
680,115.42.1,3,6,6,3,1,3,1,1,2,,500,0,0,3.866666666666667,0
683,76.113.9,1,4,4,3,2,2,2,2,4,,364,0,0,1.466666666666667,0
686,172.58.1,3,3,3,3,2,5,1,2,4,,199,0,0,0.9666666666666666,0
699,65.78.86,2,2,3,5,6,5,2,1,1,,158,0,0,2.9666666666666663,0
706,172.1.22,4,5,4,7,4,6,1,2,4,,247,0,0,1.6,0
707,208.38.2,1,5,5,7,5,7,2,1,2,,589,0,0,4.8,0
708,104.34.8,2,4,4,1,2,4,2,2,4,none,229,0,0,1.7666666666666664,0
714,71.224.6,4,2,2,6,4,7,1,2,2,,276,0,0,4.166666666666667,0
716,107.77.2,2,4,4,6,7,6,1,1,3,n/a,464,0,0,3.366666666666667,0
723,71.237.1,6,2,2,6,4,5,2,1,2,,266,0,0,3.3666666666666663,0
726,76.237.9,1,5,5,7,5,7,2,2,3,,176,0,0,4.8,0
729,73.164.2,4,3,3,4,6,3,2,1,4,,178,0,0,1.3666666666666667,0
730,72.183.1,3,6,7,1,2,3,1,2,3,,571,0,0,5.466666666666667,0
731,189.223.,6,2,1,4,4,4,2,1,2,,375,0,0,3.1,0
733,71.92.20,1,4,4,2,3,3,1,2,2,,382,0,0,1.3666666666666667,0
735,142.91.2,1,5,5,3,3,2,1,2,3,,314,0,0,2.5666666666666673,0
741,73.90.69,6,2,2,7,5,6,2,1,2,,203,0,0,4.666666666666666,0
743,66.87.12,2,6,6,4,3,2,1,1,1,suss suss suss,537,0,0,3.366666666666667,0
752,71.93.21,4,3,4,4,5,4,1,1,1,,521,0,0,0.4,0
758,108.176.,3,3,3,1,2,1,2,2,2,,565,0,0,0.9666666666666666,0
771,50.24.25,3,3,3,1,3,5,1,2,4,,511,0,0,1.6,0
772,69.201.7,6,2,2,6,4,5,1,1,2,,467,0,0,3.3666666666666663,0
778,108.187.,4,3,2,4,6,5,2,2,2,,539,0,0,2,0
779,47.203.3,1,4,3,1,2,3,1,2,2,,218,0,0,1.466666666666667,0
788,73.27.11,1,5,5,1,2,1,2,1,1,,200,0,0,3.9,0
805,173.167.,2,5,5,2,2,2,2,1,1,,161,0,0,2.4,0
806,173.20.6,2,3,3,3,4,4,2,2,2,,165,0,0,0.5666666666666667,0
807,24.27.22,2,3,3,7,7,7,1,1,2,,449,0,0,5.7666666666666675,0
808,47.219.1,2,5,5,2,2,2,1,2,4,,335,0,0,2.4,0
809,73.210.1,3,3,3,5,7,4,2,1,4,,384,0,0,2.5666666666666673,0
811,47.135.3,2,5,5,4,5,4,2,1,3,,483,0,0,1.3666666666666665,0
812,24.74.28,1,4,5,7,4,5,1,2,1,,468,0,0,3.866666666666667,0
814,108.6.17,6,2,2,2,1,6,2,2,2,,170,0,0,4.966666666666667,0
819,66.66.3.,2,5,5,5,5,6,1,2,2,none,415,0,0,1.8666666666666665,0
826,107.77.2,2,6,6,4,5,3,1,2,3,,469,0,0,2.6666666666666665,0
831,97.88.10,3,3,3,2,2,3,2,2,2,thanks,185,0,0,0.26666666666666666,0
832,174.107.,3,6,7,6,7,6,2,2,2,,229,0,0,2.1666666666666674,0
841,172.58.1,2,6,6,4,3,4,2,1,1,,228,0,0,2.566666666666667,0
871,99.169.1,3,6,7,7,5,7,2,2,4,I am a bot.,567,0,0,2.5666666666666673,0
874,174.71.4,2,5,5,7,5,7,1,2,4,,420,0,0,3.366666666666667,0
881,96.32.17,6,2,2,1,3,1,1,2,1,,440,0,0,3.5,0
888,75.166.1,1,4,4,5,6,7,2,2,1,,208,0,0,4.3,0
891,24.243.1,3,6,6,3,5,4,2,2,2,,391,0,0,1.9,0
892,98.201.1,2,6,6,7,5,6,2,2,4,,231,0,0,3.0666666666666664,0
893,45.22.77,2,4,4,7,7,7,2,1,4,,464,0,0,4.566666666666667,0
903,174.20.1,2,4,4,5,5,6,2,1,1,,545,0,0,1.8666666666666665,0
904,69.10.11,2,5,5,7,4,6,1,1,1,,471,0,0,2.9666666666666672,0
906,24.209.5,1,4,4,6,4,5,2,2,4,,177,0,0,2.8,0
913,24.233.1,4,3,4,3,4,4,1,2,2,,578,0,0,0.26666666666666666,0
922,68.180.9,2,6,6,7,4,5,1,2,4,,311,0,0,3.2,0
923,131.191.,4,5,6,2,1,4,2,1,1,,497,0,0,3.4666666666666663,0
925,23.240.1,3,6,5,2,4,1,1,2,1,,212,0,0,3.5,0
934,98.236.2,6,2,2,6,5,6,2,2,1,,595,0,0,3.9,0
954,70.187.8,4,4,4,4,4,4,4,4,4,,281,0,0,0,1
955,73.67.42,2,3,3,4,5,3,1,2,2,,300,0,0,1.0666666666666667,0
958,73.129.4,2,6,6,3,2,4,1,2,4,n/a,238,0,0,3.366666666666667,0
962,73.147.8,4,5,6,3,1,2,2,2,4,none,282,0,0,3.5,0
964,199.46.1,3,6,6,2,4,2,2,2,1,Bot bot bot.,544,0,0,3.3666666666666663,0
965,162.226.,3,6,6,5,6,5,1,2,4,,412,0,0,1.3666666666666665,0
970,14.138.2,2,3,3,1,1,3,2,2,4,,291,0,0,0.9666666666666666,0
971,65.41.97,4,3,4,3,3,4,2,2,4,,305,0,0,0.3,0
975,68.109.2,1,4,4,1,3,1,2,1,3,,182,0,0,2.2666666666666666,0
978,68.5.68.,1,5,5,4,4,3,2,2,3,,484,0,0,2.2666666666666666,0
979,173.21.1,1,4,4,5,3,4,2,2,3,,562,0,0,1.9,0
982,108.84.1,1,4,4,4,6,6,2,2,2,this is a suspicious response,505,0,0,3.366666666666667,0
986,174.16.6,3,6,6,3,5,4,1,2,3,,384,0,0,1.9,0
987,68.235.1,2,4,4,3,2,3,1,2,4,,535,0,0,0.8,0
992,73.119.1,3,3,3,5,5,5,2,2,2,,386,0,0,1.2,0
993,107.12.1,6,2,2,NA,NA,NA,NA,2,3,,513,1,0,NA,0
995,73.191.5,2,6,6,NA,NA,NA,NA,1,3,,252,1,0,NA,0
996,73.222.7,2,5,5,NA,NA,NA,NA,1,4,,257,1,0,NA,0
Loading

0 comments on commit ed2cf83

Please sign in to comment.