Dataset Overview
Europass Survey
June - September 2019
Description
- Name: skills_type_ngrams
- Number of observations: 361,274
- Number of features: 4
- Description: This dataset collects statistics derived from free-text analysis on the skill-related responses collected in the Europass Survey. It describes the frequency of two-word terms in the skill free-text responses with respect to the respective broad skill category.
- Sources: Europass Survey: June - September 2019
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| Feature | Name | Description | Form1 | Stat2 | Text3 | |
|---|---|---|---|---|---|---|
| bigram | Bigram | Bigram of keywords in a free-text response. | ● | ● |
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| skill_type | Skill Category | Broad category of a classified skill response. | ● |
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| locale | CV Language | Language used to write CV. | ● |
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| responses | Responses | Number of responses with a particular combination of values for the above variables. | ● |
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| 1 Variable derives directly from a Europass CV; | ||||||
| 2 Variable is a statistical transformation of one or more Europass CV variables; | ||||||
| 3 Variable is a result of information retrieval using text mining |
Summary Statistics
bigram
| Feature | Result |
|---|---|
| Variable type | character (nominal) |
| Number of missing values* | 0 ( 0.00% ) |
| Number of unique values | 238064 |
| * No missing values permitted. |
skill_type
| Feature | Result |
|---|---|
| Variable type | character (nominal) |
| Number of missing values* | 0 ( 0.00% ) |
| Number of unique values | 4 |
| * No missing values permitted. |
locale
| Feature | Result |
|---|---|
| Variable type | character (nominal) |
| Number of missing values* | 0 ( 0.00% ) |
| Number of unique values | 20 |
| * SkillsPassport.Locale missing. |
responses
| Feature | Result |
|---|---|
| Variable type | integer |
| Number of missing values* | 0 ( 0.00% ) |
| Number of unique values | 1352 |
| Min. | 4 |
| 1st Qu. | 4 |
| Median | 6 |
| Mean | 20.52 |
| 3rd Qu. | 12 |
| Max. | 47000 |
| * No missing values permitted. |
