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tklebel committed Jul 20, 2021
1 parent 9830459 commit a3e1a50
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35 changes: 17 additions & 18 deletions 01_descriptives_parts_a_b.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -228,12 +228,11 @@ a1_df_rec <- a1_df %>%
recode_successful(a1_df, a1_df_rec)
visdat::vis_miss(a1_df_rec)
a1_df_rec %>%
plot_likert(question_codes, "Practices regarding OS")
plot_likert()
```


Expand All @@ -259,7 +258,7 @@ a2_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a2_df_rec %>%
plot_likert(question_codes, "Own pratices regarding Open Access publishing")
plot_likert()
```


Expand All @@ -280,7 +279,7 @@ a3_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a3_df_rec %>%
plot_likert(question_codes, "Own practices regarding Research Data Management")
plot_likert()
```


Expand All @@ -301,7 +300,7 @@ a4_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a4_df_rec %>%
plot_likert(question_codes, "Practices regarding Reproducible Research")
plot_likert()
```

Expand Down Expand Up @@ -329,7 +328,7 @@ a5_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a5_df_rec %>%
plot_likert(question_codes, "Pratices regarding Open Peer Review")
plot_likert()
```

Expand All @@ -351,7 +350,7 @@ a6_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a6_df_rec %>%
plot_likert(question_codes, "Practices regarding Open Source Software")
plot_likert()
```

Expand All @@ -373,7 +372,7 @@ a7_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a7_df_rec %>%
plot_likert(question_codes, "Practices regarding Licensing")
plot_likert()
```


Expand All @@ -394,7 +393,7 @@ a8_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a8_df_rec %>%
plot_likert(question_codes, "Practices regarding Research Integrity")
plot_likert()
```


Expand All @@ -415,7 +414,7 @@ a9_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a9_df_rec %>%
plot_likert(question_codes, "Practices regarding Citizen Science")
plot_likert()
```


Expand All @@ -436,7 +435,7 @@ a10_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
a10_df_rec %>%
plot_likert(question_codes, "Practices regarding Gender Issues")
plot_likert()
```

Expand All @@ -462,7 +461,7 @@ b1_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
b1_df_rec %>%
plot_likert(question_codes, "Attended Training Events")
plot_likert()
```

Expand All @@ -487,7 +486,7 @@ b3_df_rec %>%
summarise(across(.fns = ~sum(is.na(.x))))
b3_df_rec %>%
plot_likert(question_codes, "Attended Different Types of Training Sessions")
plot_likert()
```

Expand Down Expand Up @@ -534,7 +533,7 @@ b6_df_rec %>%
summarise(across(.fns = ~sum(is.na(.x))))
b6_df_rec %>%
plot_likert(question_codes, "Attended Different Types of Training Sessions")
plot_likert()
```

Expand Down Expand Up @@ -579,7 +578,7 @@ b9_df_rec <- b9_df %>%
b9_df_rec %>%
plot_likert(question_codes, "Who provided the training sessions you attended?")
plot_likert()
```

Expand All @@ -598,7 +597,7 @@ b10_df_rec <- b10_df %>%
b10_df_rec %>%
plot_likert(question_codes, "Preferred way to learn OS topics")
plot_likert()
```

Expand All @@ -624,7 +623,7 @@ recode_successful(b11_df, b11_df_rec)
b11_df_rec %>%
plot_likert(question_codes, "Has your awareness of open science practices\nincreased after the training you attended?")
plot_likert()
```

Expand All @@ -646,7 +645,7 @@ b12_df_rec %>%
summarise(across(.fns = ~sum(is.na(.x))))
b12_df_rec %>%
plot_likert(question_codes, "Would you share your experience with open science practices\nand tools with colleagues?")
plot_likert()
```

Expand Down
82 changes: 36 additions & 46 deletions 01_descriptives_parts_a_b.html

Large diffs are not rendered by default.

58 changes: 19 additions & 39 deletions 01_descriptives_parts_a_b.md
Original file line number Diff line number Diff line change
Expand Up @@ -259,33 +259,13 @@ a1_df_rec <- a1_df %>%
mutate(across(.fns = factor, levels = answer_levels))


a1_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
```

```
## # A tibble: 1 x 5
## `A1[SQ001]` `A1[SQ002]` `A1[SQ003]` `A1[SQ004]` `A1[SQ005]`
## <int> <int> <int> <int> <int>
## 1 3 3 4 8 4
```



```r
a1_df_rec %>%
summarise(across(.fns = ~sum(is.na(.x))))
recode_successful(a1_df, a1_df_rec)
```

```
## # A tibble: 1 x 5
## `A1[SQ001]` `A1[SQ002]` `A1[SQ003]` `A1[SQ004]` `A1[SQ005]`
## <int> <int> <int> <int> <int>
## 1 3 3 4 8 4
## [1] TRUE
```



```r
visdat::vis_miss(a1_df_rec)
```
Expand All @@ -294,7 +274,7 @@ visdat::vis_miss(a1_df_rec)

```r
a1_df_rec %>%
plot_likert(question_codes, "Practices regarding OS")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a1-2.png)<!-- -->
Expand Down Expand Up @@ -331,7 +311,7 @@ a2_df %>%

```r
a2_df_rec %>%
plot_likert(question_codes, "Own pratices regarding Open Access publishing")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a2-1.png)<!-- -->
Expand Down Expand Up @@ -363,7 +343,7 @@ a3_df %>%

```r
a3_df_rec %>%
plot_likert(question_codes, "Own practices regarding Research Data Management")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a3-1.png)<!-- -->
Expand Down Expand Up @@ -395,7 +375,7 @@ a4_df %>%

```r
a4_df_rec %>%
plot_likert(question_codes, "Practices regarding Reproducible Research")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a4-1.png)<!-- -->
Expand Down Expand Up @@ -433,7 +413,7 @@ a5_df %>%

```r
a5_df_rec %>%
plot_likert(question_codes, "Pratices regarding Open Peer Review")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a5-1.png)<!-- -->
Expand Down Expand Up @@ -465,7 +445,7 @@ a6_df %>%

```r
a6_df_rec %>%
plot_likert(question_codes, "Practices regarding Open Source Software")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a6-1.png)<!-- -->
Expand Down Expand Up @@ -497,7 +477,7 @@ a7_df %>%

```r
a7_df_rec %>%
plot_likert(question_codes, "Practices regarding Licensing")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a7-1.png)<!-- -->
Expand Down Expand Up @@ -529,7 +509,7 @@ a8_df %>%

```r
a8_df_rec %>%
plot_likert(question_codes, "Practices regarding Research Integrity")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a8-1.png)<!-- -->
Expand Down Expand Up @@ -561,7 +541,7 @@ a9_df %>%

```r
a9_df_rec %>%
plot_likert(question_codes, "Practices regarding Citizen Science")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a9-1.png)<!-- -->
Expand Down Expand Up @@ -593,7 +573,7 @@ a10_df %>%

```r
a10_df_rec %>%
plot_likert(question_codes, "Practices regarding Gender Issues")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/a10-1.png)<!-- -->
Expand Down Expand Up @@ -631,7 +611,7 @@ b1_df %>%

```r
b1_df_rec %>%
plot_likert(question_codes, "Attended Training Events")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b1-1.png)<!-- -->
Expand Down Expand Up @@ -668,7 +648,7 @@ b3_df_rec %>%

```r
b3_df_rec %>%
plot_likert(question_codes, "Attended Different Types of Training Sessions")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b3-1.png)<!-- -->
Expand Down Expand Up @@ -735,7 +715,7 @@ b6_df_rec %>%

```r
b6_df_rec %>%
plot_likert(question_codes, "Attended Different Types of Training Sessions")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b6-1.png)<!-- -->
Expand Down Expand Up @@ -782,7 +762,7 @@ b9_df_rec <- b9_df %>%


b9_df_rec %>%
plot_likert(question_codes, "Who provided the training sessions you attended?")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b9-1.png)<!-- -->
Expand All @@ -802,7 +782,7 @@ b10_df_rec <- b10_df %>%


b10_df_rec %>%
plot_likert(question_codes, "Preferred way to learn OS topics")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b10-1.png)<!-- -->
Expand Down Expand Up @@ -834,7 +814,7 @@ recode_successful(b11_df, b11_df_rec)

```r
b11_df_rec %>%
plot_likert(question_codes, "Has your awareness of open science practices\nincreased after the training you attended?")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b11-1.png)<!-- -->
Expand Down Expand Up @@ -866,7 +846,7 @@ b12_df_rec %>%

```r
b12_df_rec %>%
plot_likert(question_codes, "Would you share your experience with open science practices\nand tools with colleagues?")
plot_likert()
```

![](01_descriptives_parts_a_b_files/figure-html/b12-1.png)<!-- -->
Expand Down
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10 changes: 5 additions & 5 deletions 02_descriptives_parts_c_d.Rmd
Original file line number Diff line number Diff line change
Expand Up @@ -141,7 +141,7 @@ c8_df %>%
c8_df_rec %>%
plot_likert(question_codes, "Degree of support in practicing OS at institution")
plot_likert()
Expand Down Expand Up @@ -188,7 +188,7 @@ d2_df %>%
d2_df_rec %>%
plot_likert(question_codes, "Summarised views: What would you say OS is?")
plot_likert()
```

Expand All @@ -208,7 +208,7 @@ d3_df_rec <- d3_df %>%
mutate(across(.fns = factor, levels = answer_levels_8))
d3_df_rec %>%
plot_likert(question_codes, "Which are the most significant barriers you will be facing while\nembracing an Open Science perspective?")
plot_likert()
```

Expand All @@ -232,7 +232,7 @@ d5_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
d5_df_rec %>%
plot_likert(question_codes, "Main drivers to participate OS")
plot_likert()
```
Expand All @@ -257,6 +257,6 @@ d7_df %>%
summarise(across(.fns = ~sum(is.na(.x))))
d7_df_rec %>%
plot_likert(question_codes, "Drivers or barriers to practice Open Science")
plot_likert()
```
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