Analysis of the Data Carpentry’s Archived Pre- and Post-Workshop Survey
Authors: Kari L. Jordan and Paula Andrea Martinez
Published: September 2017
Summary
Data Carpentry is continually developing our Assesment efforts. On July 25th, 2017, Paula Andrea joined Kari L. Jordan to work on producing visualizations of the archived pre- and post-workshop survey data.
Plots
## [1] "data/preworkshop_public_archived.csv"
## [1] "Data contains 2343 rows and 34 columns"
##
## 2016 2017
## 1358 985
##
## No Yes
## 120 1943
##
## No Answer Administration Chemistry Computer Science
## 433 35 40 50
## Earth Sciences Economics Engineering Humanities
## 80 61 59 80
## Life Science Medicine Neuroscience Other
## 890 48 62 345
## Physics Public Health Space Sciences Statistics
## 34 32 5 49
## Tech Support
## 40
##
## Apple OS Linux Not sure Windows
## 769 67 53 1036
##
## No Not sure Yes
## 620 375 927
##
## Daily I have never programmed Less than once a year
## 261 501 322
## Monthly Not sure Several times a year
## 167 34 319
## Weekly
## 267
##
## I am working on generating data
## 361
## I do not have data yet
## 518
## I have data and done a fair bit of analysis
## 557
## I have data but haven't started analyzing it
## 423
##
## Agree Disagree Neutral Strongly agree
## 590 9 60 1135
## Strongly disagree
## 58
##
## Agree Disagree Neutral Strongly agree
## 589 11 306 895
## Strongly disagree
## 43
##
## No Yes
## 590 1307##
## Yes No
## 1307 590
##
## 2016 2017
## 1099 798
##
## 18-24 25-34 35-44 45-54
## 210 579 250 133
## 55-64 65-74 Prefer not to say
## 72 12 23##
## 18-24 25-34 35-44 45-54
## 210 579 250 133
## 55-64 65-74 Prefer not to say
## 72 12 23
##
## 2016 2017
## 695 584
##
## Yes No Not sure
## 900 602 367
##
## Yes No
## 1286 583
##
## Apple OS Linux Windows Not sure
## 749 65 1006 52
##
## Yes No
## 1289 583
##
## Apple OS Linux Windows Not sure
## 769 67 1036 53
##
## 2016 2017
## 1121 804
##
## 18-24 25-34 35-44 45-54
## 210 579 250 133
## 55-64 65-74 Prefer not to say
## 72 12 23
##
## Female Male Prefer not to say No Answer
## 717 540 22 28##
## Yes No Not sure
## 604 415 267
##
## Female Male Prefer not to say No Answer
## 711 540 22 13
##
## American Indian or Alaskan Native
## 2
## Asian / Pacific Islander
## 290
## Black or African American
## 56
## Hispanic or Latino
## 57
## Native Hawaiian or Other Pacific Islander
## 1
## White / Caucasian
## 735
## Prefer not to say
## 81
## Other
## 42
## No Answer
## 43
## [1] "data/postworkshop_public_archived.csv"
## [1] "Data contains 1081 rows and 44 columns"
##
## 2016 2017
## 602 478
##
## Enthusiastically involved Somewhat involved
## 347 149
## Very involved
## 512
##
## A great deal None Some practical knowledge
## 585 6 418##
## A great deal Some practical knowledge None
## 584 417 6
##
## Very involved Enthusiastically involved
## 512 346
## Somewhat involved
## 149
##
## Agree Disagree
## 362 28
## NA/Not covered at this workshop Neutral
## 81 161
## Strongly Agree Strongly Disagree
## 311 22
##
## Agree Disagree
## 247 31
## NA/Not covered at this workshop Neutral
## 215 85
## Strongly Agree Strongly disagree
## 351 31
##
## Agree Disagree
## 107 70
## NA/Not covered at this workshop Neutral
## 521 96
## Strongly Agree Strongly disagree
## 97 63
##
## Agree Disagree
## 108 78
## NA/Not covered at this workshop Neutral
## 526 105
## Strongly Agree Strongly disagree
## 76 65
##
## Agree Disagree
## 281 32
## NA/Not covered at this workshop Neutral
## 159 74
## Strongly Agree Strongly Disagree
## 391 30
##
## Agree Disagree
## 307 26
## NA/Not covered at this workshop Neutral
## 163 73
## Strongly Agree Strongly disagree
## 361 30
##
## Agree Disagree
## 208 52
## NA/Not covered at this workshop Neutral
## 334 106
## Strongly Agree Strongly disagree
## 203 45
##
## Agree Disagree
## 267 32
## NA/Not covered at this workshop Neutral
## 190 120
## Strongly Agree Strongly disagree
## 313 27
##
## High Low Neither high nor low
## 218 230 402
## Very high Very low
## 14 105##
## Very high High Neither high nor low
## 14 215 401
## Low Very low
## 230 104
##
## Very involved Enthusiastically involved
## 488 337
## Somewhat involved
## 139
##
## About the same Higher Much higher Somewhat higher
## 75 355 63 479##
## Much higher Higher Somewhat higher About the same
## 61 354 477 75
##
## Very involved Enthusiastically involved
## 491 337
## Somewhat involved
## 139
##
## Agree Disagree Neutral Strongly agree
## 496 55 168 232
## Strongly disagree
## 14##
## Strongly agree Agree Neutral Disagree
## 231 495 167 55
## Strongly disagree
## 13
##
## Very involved Enthusiastically involved
## 486 336
## Somewhat involved
## 139
##
## Strongly agree Agree Neutral Disagree
## 230 493 168 55
## Strongly disagree
## 14
##
## Very high High Neither high nor low
## 14 212 400
## Low Very low
## 230 104
##
## Agree Disagree Neutral Strongly agree
## 408 23 49 470
## Strongly disagree
## 17##
## Strongly agree Agree Neutral Disagree
## 469 407 49 22
## Strongly disagree
## 17
##
## Very involved Enthusiastically involved
## 488 337
## Somewhat involved
## 139
##
## Agree Disagree Neutral Strongly agree
## 465 28 60 395
## Strongly disagree
## 18
##
## Agree Disagree Neutral Strongly agree
## 261 7 31 285
## Strongly disagree
## 9##
## Strongly agree Agree Neutral Disagree
## 272 265 29 15
## Strongly disagree
## 11
##
## Strongly agree Agree Neutral Disagree
## 285 260 31 7
## Strongly disagree
## 9
##
## Strongly agree Agree Neutral Disagree
## 284 260 30 7
## Strongly disagree
## 9
##
## Very involved Enthusiastically involved
## 294 212
## Somewhat involved
## 84
##
## Strongly agree Agree Neutral Disagree
## 285 260 31 7
## Strongly disagree
## 9
##
## Strongly agree Agree Neutral Disagree
## 272 265 29 15
## Strongly disagree
## 11
##
## Always Most of the time Never Sometimes
## 556 294 2 31
## Usually
## 72##
## Always Most of the time Usually Sometimes
## 341 184 38 18
## Never
## 2
##
## Strongly agree Agree Neutral Disagree
## 282 255 30 7
## Strongly disagree
## 9
##
## Always Most of the time Sometimes Usually
## 755 147 6 43##
## Always Most of the time Usually Sometimes
## 553 291 72 31
## Never
## 2
##
## Always Most of the time Usually Sometimes
## 753 147 43 6
##
## No Yes
## 283 687
##
## 18-24 25-34 35-44 45-54
## 66 205 65 30
## 55-64 65-74 Prefer not to say
## 12 4 5
##
## White/Caucasian
## 405
##
## Female Male Prefer not to say No Answer
## 200 129 15 343
## [1] 1257 2
## [1] 344 2
