Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 684 |
| Missing cells | 6906 |
| Missing cells (%) | 40.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 116.9 KiB |
| Average record size in memory | 175.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 14 |
| Numeric | 8 |
| Unsupported | 1 |
| Boolean | 1 |
Palvelut has a high cardinality: 52 distinct values | High cardinality |
Työpaikka has a high cardinality: 86 distinct values | High cardinality |
Rooli has a high cardinality: 263 distinct values | High cardinality |
Työkokemus is highly correlated with Kuukausipalkka and 2 other fields | High correlation |
Tuntilaskutus (ALV 0%, euroina) is highly correlated with Vuosilaskutus (ALV 0%, euroina) | High correlation |
Vuosilaskutus (ALV 0%, euroina) is highly correlated with Tuntilaskutus (ALV 0%, euroina) | High correlation |
Kuukausipalkka is highly correlated with Vuositulot and 1 other fields | High correlation |
Vuositulot is highly correlated with Kuukausipalkka and 1 other fields | High correlation |
Kk-tulot is highly correlated with Kuukausipalkka and 1 other fields | High correlation |
Sukupuoli has 53 (7.7%) missing values | Missing |
Montako vuotta olet tehnyt laskuttavaa työtä alalla? has 617 (90.2%) missing values | Missing |
Palvelut has 618 (90.4%) missing values | Missing |
Tuntilaskutus (ALV 0%, euroina) has 625 (91.4%) missing values | Missing |
Vuosilaskutus (ALV 0%, euroina) has 622 (90.9%) missing values | Missing |
Hankitko asiakkaasi itse suoraan vai käytätkö välitysfirmojen palveluita? has 616 (90.1%) missing values | Missing |
Mistä asiakkaat ovat? has 616 (90.1%) missing values | Missing |
Työpaikka has 537 (78.5%) missing values | Missing |
Kaupunki has 80 (11.7%) missing values | Missing |
Millaisessa yrityksessä työskentelet has 75 (11.0%) missing values | Missing |
Työaika has 72 (10.5%) missing values | Missing |
Rooli has 90 (13.2%) missing values | Missing |
Etä- vai lähityö has 71 (10.4%) missing values | Missing |
Kuukausipalkka has 73 (10.7%) missing values | Missing |
Vuositulot has 90 (13.2%) missing values | Missing |
Vapaa kuvaus kokonaiskompensaatiomallista has 498 (72.8%) missing values | Missing |
Kilpailukykyinen has 80 (11.7%) missing values | Missing |
Vapaa sana has 643 (94.0%) missing values | Missing |
Ideoita ensi vuoden kyselyyn has 653 (95.5%) missing values | Missing |
Etä has 80 (11.7%) missing values | Missing |
Kk-tulot has 90 (13.2%) missing values | Missing |
Vapaa sana is uniformly distributed | Uniform |
Ideoita ensi vuoden kyselyyn is uniformly distributed | Uniform |
Timestamp has unique values | Unique |
Vapaa kuvaus kokonaiskompensaatiomallista is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Työkokemus has 13 (1.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-19 09:13:24.217389 |
|---|---|
| Analysis finished | 2022-10-19 09:13:34.434607 |
| Duration | 10.22 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 684 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 KiB |
| Minimum | 2022-09-26 16:35:50.002000 |
|---|---|
| Maximum | 2022-10-10 07:49:49.204000 |
Histogram with fixed size bins (bins=50)
Oletko palkansaaja vai laskuttaja?
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 KiB |
| Palkansaaja | |
|---|---|
| Laskuttaja |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.9005848 |
| Min length | 10 |
Characters and Unicode
| Total characters | 7456 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Palkansaaja |
|---|---|
| 2nd row | Palkansaaja |
| 3rd row | Palkansaaja |
| 4th row | Palkansaaja |
| 5th row | Laskuttaja |
Common Values
| Value | Count | Frequency (%) |
| Palkansaaja | 616 | |
| Laskuttaja | 68 | 9.9% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| palkansaaja | 616 | |
| laskuttaja | 68 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3284 | |
| k | 684 | 9.2% |
| s | 684 | 9.2% |
| j | 684 | 9.2% |
| P | 616 | 8.3% |
| l | 616 | 8.3% |
| n | 616 | 8.3% |
| t | 136 | 1.8% |
| L | 68 | 0.9% |
| u | 68 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6772 | |
| Uppercase Letter | 684 | 9.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3284 | |
| k | 684 | 10.1% |
| s | 684 | 10.1% |
| j | 684 | 10.1% |
| l | 616 | 9.1% |
| n | 616 | 9.1% |
| t | 136 | 2.0% |
| u | 68 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 616 | |
| L | 68 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7456 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3284 | |
| k | 684 | 9.2% |
| s | 684 | 9.2% |
| j | 684 | 9.2% |
| P | 616 | 8.3% |
| l | 616 | 8.3% |
| n | 616 | 8.3% |
| t | 136 | 1.8% |
| L | 68 | 0.9% |
| u | 68 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7456 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3284 | |
| k | 684 | 9.2% |
| s | 684 | 9.2% |
| j | 684 | 9.2% |
| P | 616 | 8.3% |
| l | 616 | 8.3% |
| n | 616 | 8.3% |
| t | 136 | 1.8% |
| L | 68 | 0.9% |
| u | 68 | 0.9% |
Ikä
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 3 |
| Missing (%) | 0.4% |
| Memory size | 1.1 KiB |
| 33 | |
|---|---|
| 38 | |
| 28 | |
| 43 | |
| 48 | |
| 23 | |
| 53 | 5 |
| > 55 v | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.005873715 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1366 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 33 |
|---|---|
| 2nd row | 33 |
| 3rd row | 33 |
| 4th row | 38 |
| 5th row | 28 |
Common Values
| Value | Count | Frequency (%) |
| 33 | 202 | |
| 38 | 196 | |
| 28 | 135 | |
| 43 | 93 | |
| 48 | 25 | 3.7% |
| 23 | 24 | 3.5% |
| 53 | 5 | 0.7% |
| > 55 v | 1 | 0.1% |
| (Missing) | 3 | 0.4% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 33 | 202 | |
| 38 | 196 | |
| 28 | 135 | |
| 43 | 93 | |
| 48 | 25 | 3.7% |
| 23 | 24 | 3.5% |
| 53 | 5 | 0.7% |
| 1 | 0.1% | |
| 55 | 1 | 0.1% |
| v | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 722 | |
| 8 | 356 | |
| 2 | 159 | 11.6% |
| 4 | 118 | 8.6% |
| 5 | 7 | 0.5% |
| 2 | 0.1% | |
| > | 1 | 0.1% |
| v | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1362 | |
| Space Separator | 2 | 0.1% |
| Math Symbol | 1 | 0.1% |
| Lowercase Letter | 1 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 722 | |
| 8 | 356 | |
| 2 | 159 | 11.7% |
| 4 | 118 | 8.7% |
| 5 | 7 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Math Symbol
| Value | Count | Frequency (%) |
| > | 1 |
Lowercase Letter
| Value | Count | Frequency (%) |
| v | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1365 | |
| Latin | 1 | 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 722 | |
| 8 | 356 | |
| 2 | 159 | 11.6% |
| 4 | 118 | 8.6% |
| 5 | 7 | 0.5% |
| 2 | 0.1% | |
| > | 1 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| v | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1366 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 722 | |
| 8 | 356 | |
| 2 | 159 | 11.6% |
| 4 | 118 | 8.6% |
| 5 | 7 | 0.5% |
| 2 | 0.1% | |
| > | 1 | 0.1% |
| v | 1 | 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 53 |
| Missing (%) | 7.7% |
| Memory size | 944.0 B |
| mies | |
|---|---|
| nainen | |
| muu | 11 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.210776545 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2657 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | mies |
|---|---|
| 2nd row | mies |
| 3rd row | mies |
| 4th row | mies |
| 5th row | mies |
Common Values
| Value | Count | Frequency (%) |
| mies | 548 | |
| nainen | 72 | 10.5% |
| muu | 11 | 1.6% |
| (Missing) | 53 | 7.7% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| mies | 548 | |
| nainen | 72 | 11.4% |
| muu | 11 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 620 | |
| e | 620 | |
| m | 559 | |
| s | 548 | |
| n | 216 | 8.1% |
| a | 72 | 2.7% |
| u | 22 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2657 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 620 | |
| e | 620 | |
| m | 559 | |
| s | 548 | |
| n | 216 | 8.1% |
| a | 72 | 2.7% |
| u | 22 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2657 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 620 | |
| e | 620 | |
| m | 559 | |
| s | 548 | |
| n | 216 | 8.1% |
| a | 72 | 2.7% |
| u | 22 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2657 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 620 | |
| e | 620 | |
| m | 559 | |
| s | 548 | |
| n | 216 | 8.1% |
| a | 72 | 2.7% |
| u | 22 | 0.8% |
| Distinct | 30 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 4 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.2 |
| Minimum | 0 |
|---|---|
| Maximum | 31 |
| Zeros | 13 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 22 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.165942852 |
|---|---|
| Coefficient of variation (CV) | 0.6045042012 |
| Kurtosis | -0.2905675607 |
| Mean | 10.2 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.5327745524 |
| Sum | 6936 |
| Variance | 38.01885125 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 10 | 58 | 8.5% |
| 5 | 54 | 7.9% |
| 12 | 49 | 7.2% |
| 15 | 49 | 7.2% |
| 8 | 47 | 6.9% |
| 7 | 43 | 6.3% |
| 4 | 41 | 6.0% |
| 6 | 35 | 5.1% |
| 2 | 29 | 4.2% |
| 14 | 26 | 3.8% |
| Other values (20) | 249 |
| Value | Count | Frequency (%) |
| 0 | 13 | 1.9% |
| 1 | 23 | |
| 2 | 29 | |
| 3 | 24 | |
| 4 | 41 | |
| 5 | 54 | |
| 6 | 35 | |
| 7 | 43 | |
| 8 | 47 | |
| 9 | 22 |
| Value | Count | Frequency (%) |
| 31 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 26 | 2 | 0.3% |
| 25 | 8 | |
| 24 | 5 | 0.7% |
| 23 | 9 | |
| 22 | 17 | |
| 21 | 4 | 0.6% |
| 20 | 19 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 617 |
| Missing (%) | 90.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.582089552 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 3 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 11.7 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.704621413 |
|---|---|
| Coefficient of variation (CV) | 1.034206811 |
| Kurtosis | 2.474208291 |
| Mean | 3.582089552 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.731398046 |
| Sum | 240 |
| Variance | 13.72421981 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 18 | 2.6% |
| 2 | 11 | 1.6% |
| 4 | 7 | 1.0% |
| 3 | 6 | 0.9% |
| 5 | 4 | 0.6% |
| 0 | 3 | 0.4% |
| 1.5 | 3 | 0.4% |
| 8 | 3 | 0.4% |
| 0.5 | 2 | 0.3% |
| 10 | 2 | 0.3% |
| Other values (8) | 8 | 1.2% |
| (Missing) | 617 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.4% |
| 0.5 | 2 | 0.3% |
| 1 | 18 | |
| 1.5 | 3 | 0.4% |
| 2 | 11 | |
| 2.5 | 1 | 0.1% |
| 3 | 6 | 0.9% |
| 4 | 7 | 1.0% |
| 5 | 4 | 0.6% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 13 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 10 | 2 | |
| 9 | 1 | 0.1% |
| 8 | 3 | |
| 6 | 1 | 0.1% |
| 5 | 4 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 78.8% |
| Missing | 618 |
| Missing (%) | 90.4% |
| Memory size | 5.5 KiB |
| Full stack | |
|---|---|
| Softadevausta | 2 |
| Arkkitehti/projektipäällikkö | 1 |
| Softadevaus, data engineering | 1 |
| Backend devops | 1 |
| Full stack web-ohjelmointia | 1 |
| Full-stack, lead developer | 1 |
| Frontend, full stack | 1 |
| Team Lead, projekti- ja tuotekonsultointi | 1 |
| Full stack web ja mobiili | 1 |
| Full stack dev / teknologia konsultointia, arkkitehtuuria | 1 |
| Softadevaus fullstack + cloud, arkkitehtuuri, devops | 1 |
| Full stack, arkkitehtuuria | 1 |
| Softan kehitystä, arkkitehtuuria | 1 |
| Full stack dev | 1 |
| Web3 full stack | 1 |
| Backend | 1 |
| Backend, frontend, full stack, arkkitehtuuri | 1 |
| Arkkitehtuuria | 1 |
| Softadevausta (full stack, fokus backend ja devops), arkkitehtuuria ja projektinvetoa, ja joskus koulutusta | 1 |
| Other values (32) |
Length
| Max length | 130 |
|---|---|
| Median length | 50 |
| Mean length | 27.60606061 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1822 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 75.8% |
Sample
| 1st row | Data-analytiikka, Arkkitehtuuri, Data Engineering, |
|---|---|
| 2nd row | Fullstack |
| 3rd row | Full-stack developer ja arkkitehti |
| 4th row | Full stack |
| 5th row | Devausta ja projarointia |
Common Values
| Value | Count | Frequency (%) |
| Full stack | 14 | 2.0% |
| Softadevausta | 2 | 0.3% |
| Arkkitehti/projektipäällikkö | 1 | 0.1% |
| Softadevaus, data engineering | 1 | 0.1% |
| Backend devops | 1 | 0.1% |
| Full stack web-ohjelmointia | 1 | 0.1% |
| Full-stack, lead developer | 1 | 0.1% |
| Frontend, full stack | 1 | 0.1% |
| Team Lead, projekti- ja tuotekonsultointi | 1 | 0.1% |
| Full stack web ja mobiili | 1 | 0.1% |
| Other values (42) | 42 | 6.1% |
| (Missing) | 618 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| full | 37 | 16.3% |
| stack | 37 | 16.3% |
| ja | 13 | 5.7% |
| devops | 9 | 4.0% |
| backend | 7 | 3.1% |
| arkkitehtuuria | 6 | 2.6% |
| 6 | 2.6% | |
| frontend | 5 | 2.2% |
| softadevausta | 5 | 2.2% |
| arkkitehtuuri | 5 | 2.2% |
| Other values (73) | 97 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 175 | 9.6% |
| t | 167 | 9.2% |
| 162 | 8.9% | |
| l | 127 | 7.0% |
| e | 116 | 6.4% |
| k | 109 | 6.0% |
| u | 106 | 5.8% |
| s | 100 | 5.5% |
| i | 97 | 5.3% |
| o | 67 | 3.7% |
| Other values (43) | 596 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1502 | |
| Space Separator | 162 | 8.9% |
| Uppercase Letter | 88 | 4.8% |
| Other Punctuation | 58 | 3.2% |
| Dash Punctuation | 8 | 0.4% |
| Decimal Number | 1 | 0.1% |
| Open Punctuation | 1 | 0.1% |
| Close Punctuation | 1 | 0.1% |
| Math Symbol | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 175 | |
| t | 167 | |
| l | 127 | 8.5% |
| e | 116 | 7.7% |
| k | 109 | 7.3% |
| u | 106 | 7.1% |
| s | 100 | 6.7% |
| i | 97 | 6.5% |
| o | 67 | 4.5% |
| n | 65 | 4.3% |
| Other values (17) | 373 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 37 | |
| S | 10 | 11.4% |
| D | 8 | 9.1% |
| B | 6 | 6.8% |
| A | 4 | 4.5% |
| C | 4 | 4.5% |
| E | 3 | 3.4% |
| O | 3 | 3.4% |
| W | 3 | 3.4% |
| T | 3 | 3.4% |
| Other values (5) | 7 | 8.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 47 | |
| . | 4 | 6.9% |
| / | 4 | 6.9% |
| & | 2 | 3.4% |
| : | 1 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 162 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1590 | |
| Common | 232 | 12.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 175 | 11.0% |
| t | 167 | 10.5% |
| l | 127 | 8.0% |
| e | 116 | 7.3% |
| k | 109 | 6.9% |
| u | 106 | 6.7% |
| s | 100 | 6.3% |
| i | 97 | 6.1% |
| o | 67 | 4.2% |
| n | 65 | 4.1% |
| Other values (32) | 461 |
Common
| Value | Count | Frequency (%) |
| 162 | ||
| , | 47 | 20.3% |
| - | 8 | 3.4% |
| . | 4 | 1.7% |
| / | 4 | 1.7% |
| & | 2 | 0.9% |
| 3 | 1 | 0.4% |
| ( | 1 | 0.4% |
| ) | 1 | 0.4% |
| + | 1 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1799 | |
| None | 23 | 1.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 175 | 9.7% |
| t | 167 | 9.3% |
| 162 | 9.0% | |
| l | 127 | 7.1% |
| e | 116 | 6.4% |
| k | 109 | 6.1% |
| u | 106 | 5.9% |
| s | 100 | 5.6% |
| i | 97 | 5.4% |
| o | 67 | 3.7% |
| Other values (41) | 573 |
None
| Value | Count | Frequency (%) |
| ä | 20 | |
| ö | 3 | 13.0% |
| Distinct | 25 |
|---|---|
| Distinct (%) | 42.4% |
| Missing | 625 |
| Missing (%) | 91.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.5 |
| Minimum | 50 |
|---|---|
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 80 |
| median | 90 |
| Q3 | 99.5 |
| 95-th percentile | 132 |
| Maximum | 170 |
| Range | 120 |
| Interquartile range (IQR) | 19.5 |
Descriptive statistics
| Standard deviation | 21.63908501 |
|---|---|
| Coefficient of variation (CV) | 0.2314340643 |
| Kurtosis | 2.634267697 |
| Mean | 93.5 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.312304188 |
| Sum | 5516.5 |
| Variance | 468.25 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 80 | 11 | 1.6% |
| 90 | 10 | 1.5% |
| 85 | 6 | 0.9% |
| 120 | 5 | 0.7% |
| 95 | 3 | 0.4% |
| 105 | 2 | 0.3% |
| 88 | 2 | 0.3% |
| 150 | 2 | 0.3% |
| 65 | 2 | 0.3% |
| 98 | 1 | 0.1% |
| Other values (15) | 15 | 2.2% |
| (Missing) | 625 |
| Value | Count | Frequency (%) |
| 50 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 65 | 2 | 0.3% |
| 70 | 1 | 0.1% |
| 72 | 1 | 0.1% |
| 76 | 1 | 0.1% |
| 80 | 11 | |
| 84 | 1 | 0.1% |
| 85 | 6 | |
| 86 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 170 | 1 | 0.1% |
| 150 | 2 | 0.3% |
| 130 | 1 | 0.1% |
| 120 | 5 | |
| 116 | 1 | 0.1% |
| 110 | 1 | 0.1% |
| 107.5 | 1 | 0.1% |
| 105 | 2 | 0.3% |
| 100 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 622 |
| Missing (%) | 90.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134460.1613 |
| Minimum | 0 |
|---|---|
| Maximum | 300000 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 32000 |
| Q1 | 112500 |
| median | 138000 |
| Q3 | 160000 |
| 95-th percentile | 200000 |
| Maximum | 300000 |
| Range | 300000 |
| Interquartile range (IQR) | 47500 |
Descriptive statistics
| Standard deviation | 51161.92272 |
|---|---|
| Coefficient of variation (CV) | 0.3804987457 |
| Kurtosis | 2.057827297 |
| Mean | 134460.1613 |
| Median Absolute Deviation (MAD) | 22000 |
| Skewness | -0.066051067 |
| Sum | 8336530 |
| Variance | 2617542336 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 150000 | 5 | 0.7% |
| 140000 | 5 | 0.7% |
| 125000 | 4 | 0.6% |
| 120000 | 4 | 0.6% |
| 160000 | 4 | 0.6% |
| 135000 | 4 | 0.6% |
| 180000 | 3 | 0.4% |
| 100000 | 2 | 0.3% |
| 200000 | 2 | 0.3% |
| 145000 | 2 | 0.3% |
| Other values (24) | 27 | 3.9% |
| (Missing) | 622 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 30 | 1 | |
| 29500 | 1 | |
| 30000 | 1 | |
| 70000 | 1 | |
| 75000 | 1 | |
| 80000 | 2 | |
| 84000 | 1 | |
| 93000 | 1 | |
| 95000 | 1 |
| Value | Count | Frequency (%) |
| 300000 | 1 | 0.1% |
| 236000 | 1 | 0.1% |
| 230000 | 1 | 0.1% |
| 200000 | 2 | |
| 190000 | 2 | |
| 180000 | 3 | |
| 170000 | 2 | |
| 166000 | 1 | 0.1% |
| 160000 | 4 | |
| 155000 | 1 | 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 616 |
| Missing (%) | 90.1% |
| Memory size | 5.5 KiB |
| Käytän välitysfirmoja | |
|---|---|
| Itse | |
| Itse, Käytän välitysfirmoja | |
| Itse, Verkosto | 1 |
| Käytän välitysfirmoja, LinkedIn:istä tullut suoraan monta kyselyä, nykyinenkin projekti | 1 |
Length
| Max length | 87 |
|---|---|
| Median length | 27 |
| Mean length | 16.51470588 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1123 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 2.9% |
Sample
| 1st row | Käytän välitysfirmoja |
|---|---|
| 2nd row | Itse |
| 3rd row | Käytän välitysfirmoja |
| 4th row | Käytän välitysfirmoja |
| 5th row | Itse |
Common Values
| Value | Count | Frequency (%) |
| Käytän välitysfirmoja | 27 | 3.9% |
| Itse | 26 | 3.8% |
| Itse, Käytän välitysfirmoja | 13 | 1.9% |
| Itse, Verkosto | 1 | 0.1% |
| Käytän välitysfirmoja, LinkedIn:istä tullut suoraan monta kyselyä, nykyinenkin projekti | 1 | 0.1% |
| (Missing) | 616 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| käytän | 41 | |
| välitysfirmoja | 41 | |
| itse | 40 | |
| verkosto | 1 | 0.8% |
| linkedin:istä | 1 | 0.8% |
| tullut | 1 | 0.8% |
| suoraan | 1 | 0.8% |
| monta | 1 | 0.8% |
| kyselyä | 1 | 0.8% |
| nykyinenkin | 1 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 128 | 11.4% |
| ä | 125 | 11.1% |
| i | 87 | 7.7% |
| y | 86 | 7.7% |
| s | 85 | 7.6% |
| 62 | 5.5% | |
| n | 49 | 4.4% |
| o | 46 | 4.1% |
| e | 45 | 4.0% |
| a | 44 | 3.9% |
| Other values (16) | 366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 960 | |
| Uppercase Letter | 84 | 7.5% |
| Space Separator | 62 | 5.5% |
| Other Punctuation | 17 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 128 | |
| ä | 125 | |
| i | 87 | 9.1% |
| y | 86 | 9.0% |
| s | 85 | 8.9% |
| n | 49 | 5.1% |
| o | 46 | 4.8% |
| e | 45 | 4.7% |
| a | 44 | 4.6% |
| l | 44 | 4.6% |
| Other values (9) | 221 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 41 | |
| K | 41 | |
| V | 1 | 1.2% |
| L | 1 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 16 | |
| : | 1 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 62 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1044 | |
| Common | 79 | 7.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 128 | |
| ä | 125 | |
| i | 87 | 8.3% |
| y | 86 | 8.2% |
| s | 85 | 8.1% |
| n | 49 | 4.7% |
| o | 46 | 4.4% |
| e | 45 | 4.3% |
| a | 44 | 4.2% |
| l | 44 | 4.2% |
| Other values (13) | 305 |
Common
| Value | Count | Frequency (%) |
| 62 | ||
| , | 16 | 20.3% |
| : | 1 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 998 | |
| None | 125 | 11.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 128 | 12.8% |
| i | 87 | 8.7% |
| y | 86 | 8.6% |
| s | 85 | 8.5% |
| 62 | 6.2% | |
| n | 49 | 4.9% |
| o | 46 | 4.6% |
| e | 45 | 4.5% |
| a | 44 | 4.4% |
| l | 44 | 4.4% |
| Other values (15) | 322 |
None
| Value | Count | Frequency (%) |
| ä | 125 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 616 |
| Missing (%) | 90.1% |
| Memory size | 5.5 KiB |
| Suomesta | |
|---|---|
| Suomesta, Ulkomailta | |
| Ulkomailta |
Length
| Max length | 20 |
|---|---|
| Median length | 8 |
| Mean length | 10.44117647 |
| Min length | 8 |
Characters and Unicode
| Total characters | 710 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Suomesta |
|---|---|
| 2nd row | Suomesta, Ulkomailta |
| 3rd row | Suomesta |
| 4th row | Suomesta |
| 5th row | Suomesta |
Common Values
| Value | Count | Frequency (%) |
| Suomesta | 45 | 6.6% |
| Suomesta, Ulkomailta | 12 | 1.8% |
| Ulkomailta | 11 | 1.6% |
| (Missing) | 616 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| suomesta | 57 | |
| ulkomailta | 23 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 103 | |
| o | 80 | |
| m | 80 | |
| t | 80 | |
| S | 57 | |
| u | 57 | |
| e | 57 | |
| s | 57 | |
| l | 46 | |
| U | 23 | 3.2% |
| Other values (4) | 70 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 606 | |
| Uppercase Letter | 80 | 11.3% |
| Other Punctuation | 12 | 1.7% |
| Space Separator | 12 | 1.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 103 | |
| o | 80 | |
| m | 80 | |
| t | 80 | |
| u | 57 | |
| e | 57 | |
| s | 57 | |
| l | 46 | |
| k | 23 | 3.8% |
| i | 23 | 3.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 57 | |
| U | 23 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 12 |
Space Separator
| Value | Count | Frequency (%) |
| 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 686 | |
| Common | 24 | 3.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 103 | |
| o | 80 | |
| m | 80 | |
| t | 80 | |
| S | 57 | |
| u | 57 | |
| e | 57 | |
| s | 57 | |
| l | 46 | |
| U | 23 | 3.4% |
| Other values (2) | 46 |
Common
| Value | Count | Frequency (%) |
| , | 12 | |
| 12 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 710 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 103 | |
| o | 80 | |
| m | 80 | |
| t | 80 | |
| S | 57 | |
| u | 57 | |
| e | 57 | |
| s | 57 | |
| l | 46 | |
| U | 23 | 3.2% |
| Other values (4) | 70 |
| Distinct | 86 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 537 |
| Missing (%) | 78.5% |
| Memory size | 5.5 KiB |
| Reaktor | |
|---|---|
| Vincit | |
| Mavericks | |
| Gofore | 6 |
| Siili | 5 |
| Futurice | 4 |
| Wolt | 4 |
| Fraktio | 4 |
| Mehiläinen | 4 |
| Compile | 3 |
| Visma | 3 |
| Wunderdog | 3 |
| Exove | 3 |
| UpCloud | 2 |
| Mapbox | 2 |
| Arado | 2 |
| Solita | 2 |
| academic work | 1 |
| Leanware | 1 |
| nexi | 1 |
| Other values (66) |
Length
| Max length | 43 |
|---|---|
| Median length | 29 |
| Mean length | 9.034013605 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1328 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 69 ? |
|---|---|
| Unique (%) | 46.9% |
Sample
| 1st row | Visma |
|---|---|
| 2nd row | Talenom |
| 3rd row | Gofore |
| 4th row | Vincit |
| 5th row | Wunderdog |
Common Values
| Value | Count | Frequency (%) |
| Reaktor | 13 | 1.9% |
| Vincit | 10 | 1.5% |
| Mavericks | 8 | 1.2% |
| Gofore | 6 | 0.9% |
| Siili | 5 | 0.7% |
| Futurice | 4 | 0.6% |
| Wolt | 4 | 0.6% |
| Fraktio | 4 | 0.6% |
| Mehiläinen | 4 | 0.6% |
| Compile | 3 | 0.4% |
| Other values (76) | 86 | 12.6% |
| (Missing) | 537 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| reaktor | 13 | 7.1% |
| vincit | 10 | 5.4% |
| mavericks | 9 | 4.9% |
| siili | 7 | 3.8% |
| gofore | 6 | 3.3% |
| futurice | 5 | 2.7% |
| wolt | 4 | 2.2% |
| fraktio | 4 | 2.2% |
| mehiläinen | 4 | 2.2% |
| compile | 3 | 1.6% |
| Other values (107) | 119 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 148 | 11.1% |
| e | 113 | 8.5% |
| o | 103 | 7.8% |
| t | 94 | 7.1% |
| a | 88 | 6.6% |
| r | 73 | 5.5% |
| n | 70 | 5.3% |
| l | 63 | 4.7% |
| u | 48 | 3.6% |
| k | 47 | 3.5% |
| Other values (47) | 481 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1100 | |
| Uppercase Letter | 180 | 13.6% |
| Space Separator | 39 | 2.9% |
| Dash Punctuation | 4 | 0.3% |
| Other Punctuation | 3 | 0.2% |
| Decimal Number | 2 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 148 | |
| e | 113 | |
| o | 103 | |
| t | 94 | 8.5% |
| a | 88 | 8.0% |
| r | 73 | 6.6% |
| n | 70 | 6.4% |
| l | 63 | 5.7% |
| u | 48 | 4.4% |
| k | 47 | 4.3% |
| Other values (18) | 253 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 24 | |
| M | 20 | |
| V | 17 | |
| F | 16 | 8.9% |
| R | 15 | 8.3% |
| G | 11 | 6.1% |
| A | 11 | 6.1% |
| C | 10 | 5.6% |
| W | 8 | 4.4% |
| H | 6 | 3.3% |
| Other values (13) | 42 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 | |
| , | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 39 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1280 | |
| Common | 48 | 3.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 148 | 11.6% |
| e | 113 | 8.8% |
| o | 103 | 8.0% |
| t | 94 | 7.3% |
| a | 88 | 6.9% |
| r | 73 | 5.7% |
| n | 70 | 5.5% |
| l | 63 | 4.9% |
| u | 48 | 3.8% |
| k | 47 | 3.7% |
| Other values (41) | 433 |
Common
| Value | Count | Frequency (%) |
| 39 | ||
| - | 4 | 8.3% |
| . | 2 | 4.2% |
| , | 1 | 2.1% |
| 1 | 1 | 2.1% |
| 2 | 1 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1320 | |
| None | 8 | 0.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 148 | 11.2% |
| e | 113 | 8.6% |
| o | 103 | 7.8% |
| t | 94 | 7.1% |
| a | 88 | 6.7% |
| r | 73 | 5.5% |
| n | 70 | 5.3% |
| l | 63 | 4.8% |
| u | 48 | 3.6% |
| k | 47 | 3.6% |
| Other values (45) | 473 |
None
| Value | Count | Frequency (%) |
| ä | 5 | |
| ö | 3 |
| Distinct | 34 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 80 |
| Missing (%) | 11.7% |
| Memory size | 2.1 KiB |
| PK-Seutu | |
|---|---|
| Tampere | |
| Turku | |
| Oulu | |
| Jyväskylä | 14 |
| Vaasa | 7 |
| Kuopio | 4 |
| Pori | 4 |
| Joensuu | 3 |
| Lappeenranta | 3 |
| Seinäjoki | 2 |
| Kalifornia | 2 |
| Sydney, Australia | 1 |
| Viro | 1 |
| Ruotsi | 1 |
| Toimisto Lontoossa, teen itse etänä | 1 |
| Rauma | 1 |
| Ulkomailla | 1 |
| Zürich | 1 |
| Devaajat ympäri suomea, tasaisesti JKL-HKI | 1 |
| Other values (14) | 14 |
Length
| Max length | 42 |
|---|---|
| Median length | 8 |
| Mean length | 7.364238411 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4448 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 3.6% |
Sample
| 1st row | PK-Seutu |
|---|---|
| 2nd row | PK-Seutu |
| 3rd row | Turku |
| 4th row | PK-Seutu |
| 5th row | PK-Seutu |
Common Values
| Value | Count | Frequency (%) |
| PK-Seutu | 321 | |
| Tampere | 122 | 17.8% |
| Turku | 67 | 9.8% |
| Oulu | 33 | 4.8% |
| Jyväskylä | 14 | 2.0% |
| Vaasa | 7 | 1.0% |
| Kuopio | 4 | 0.6% |
| Pori | 4 | 0.6% |
| Joensuu | 3 | 0.4% |
| Lappeenranta | 3 | 0.4% |
| Other values (24) | 26 | 3.8% |
| (Missing) | 80 | 11.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| pk-seutu | 321 | |
| tampere | 122 | 19.8% |
| turku | 67 | 10.9% |
| oulu | 33 | 5.4% |
| jyväskylä | 14 | 2.3% |
| vaasa | 7 | 1.1% |
| kuopio | 4 | 0.6% |
| pori | 4 | 0.6% |
| lappeenranta | 3 | 0.5% |
| joensuu | 3 | 0.5% |
| Other values (35) | 38 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 860 | |
| e | 592 | |
| t | 341 | 7.7% |
| K | 331 | 7.4% |
| P | 325 | 7.3% |
| S | 325 | 7.3% |
| - | 323 | 7.3% |
| r | 205 | 4.6% |
| T | 190 | 4.3% |
| a | 184 | 4.1% |
| Other values (34) | 772 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2850 | |
| Uppercase Letter | 1258 | |
| Dash Punctuation | 323 | 7.3% |
| Space Separator | 12 | 0.3% |
| Other Punctuation | 5 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 860 | |
| e | 592 | |
| t | 341 | 12.0% |
| r | 205 | 7.2% |
| a | 184 | 6.5% |
| p | 139 | 4.9% |
| m | 131 | 4.6% |
| k | 89 | 3.1% |
| l | 58 | 2.0% |
| ä | 43 | 1.5% |
| Other values (14) | 208 | 7.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 331 | |
| P | 325 | |
| S | 325 | |
| T | 190 | |
| O | 33 | 2.6% |
| J | 20 | 1.6% |
| V | 8 | 0.6% |
| L | 7 | 0.6% |
| E | 4 | 0.3% |
| H | 3 | 0.2% |
| Other values (7) | 12 | 1.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 323 |
Space Separator
| Value | Count | Frequency (%) |
| 12 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4108 | |
| Common | 340 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 860 | |
| e | 592 | |
| t | 341 | 8.3% |
| K | 331 | 8.1% |
| P | 325 | 7.9% |
| S | 325 | 7.9% |
| r | 205 | 5.0% |
| T | 190 | 4.6% |
| a | 184 | 4.5% |
| p | 139 | 3.4% |
| Other values (31) | 616 |
Common
| Value | Count | Frequency (%) |
| - | 323 | |
| 12 | 3.5% | |
| , | 5 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4401 | |
| None | 47 | 1.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 860 | |
| e | 592 | |
| t | 341 | 7.7% |
| K | 331 | 7.5% |
| P | 325 | 7.4% |
| S | 325 | 7.4% |
| - | 323 | 7.3% |
| r | 205 | 4.7% |
| T | 190 | 4.3% |
| a | 184 | 4.2% |
| Other values (31) | 725 |
None
| Value | Count | Frequency (%) |
| ä | 43 | |
| ü | 2 | 4.3% |
| ö | 2 | 4.3% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 75 |
| Missing (%) | 11.0% |
| Memory size | 5.5 KiB |
| Konsulttitalossa | |
|---|---|
| Tuotetalossa, jonka core-bisnes on softa | |
| Yrityksessä, jossa softa on tukeva toiminto (esim pankit, terveysala, yms) | |
| Julkinen tai kolmas sektori | 23 |
| Konsultointia ja omaa softaa | 1 |
| Mainos/digitoimisto | 1 |
| Konsulttitalossa ops-puolella | 1 |
| Infrastruktuuri-/kapasiteettipalvelut | 1 |
| Konsultointi + tuote hybridifirmassa | 1 |
| Tuotetalo, core-bisnes fyysisissä tuotteissa | 1 |
| teollisuus | 1 |
| Useita pienempiä asiakasprojekteja. | 1 |
| WordPress-projekteja | 1 |
Length
| Max length | 74 |
|---|---|
| Median length | 44 |
| Mean length | 34 |
| Min length | 10 |
Characters and Unicode
| Total characters | 20706 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | Konsulttitalossa |
|---|---|
| 2nd row | Tuotetalossa, jonka core-bisnes on softa |
| 3rd row | Tuotetalossa, jonka core-bisnes on softa |
| 4th row | Konsulttitalossa |
| 5th row | Konsulttitalossa |
Common Values
| Value | Count | Frequency (%) |
| Konsulttitalossa | 290 | |
| Tuotetalossa, jonka core-bisnes on softa | 178 | |
| Yrityksessä, jossa softa on tukeva toiminto (esim pankit, terveysala, yms) | 109 | 15.9% |
| Julkinen tai kolmas sektori | 23 | 3.4% |
| Konsultointia ja omaa softaa | 1 | 0.1% |
| Mainos/digitoimisto | 1 | 0.1% |
| Konsulttitalossa ops-puolella | 1 | 0.1% |
| Infrastruktuuri-/kapasiteettipalvelut | 1 | 0.1% |
| Konsultointi + tuote hybridifirmassa | 1 | 0.1% |
| Tuotetalo, core-bisnes fyysisissä tuotteissa | 1 | 0.1% |
| Other values (3) | 3 | 0.4% |
| (Missing) | 75 | 11.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| konsulttitalossa | 291 | |
| on | 287 | |
| softa | 287 | |
| core-bisnes | 179 | 7.5% |
| jonka | 178 | 7.5% |
| tuotetalossa | 178 | 7.5% |
| esim | 109 | 4.6% |
| terveysala | 109 | 4.6% |
| pankit | 109 | 4.6% |
| yms | 109 | 4.6% |
| Other values (27) | 547 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 2815 | |
| o | 2261 | |
| t | 2240 | |
| a | 2016 | |
| 1775 | 8.6% | |
| n | 1206 | 5.8% |
| e | 1143 | 5.5% |
| i | 1107 | 5.3% |
| l | 925 | 4.5% |
| u | 613 | 3.0% |
| Other values (30) | 4605 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 17412 | |
| Space Separator | 1775 | 8.6% |
| Uppercase Letter | 609 | 2.9% |
| Other Punctuation | 509 | 2.5% |
| Dash Punctuation | 182 | 0.9% |
| Close Punctuation | 109 | 0.5% |
| Open Punctuation | 109 | 0.5% |
| Math Symbol | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 2815 | |
| o | 2261 | |
| t | 2240 | |
| a | 2016 | |
| n | 1206 | |
| e | 1143 | |
| i | 1107 | 6.4% |
| l | 925 | 5.3% |
| u | 613 | 3.5% |
| k | 579 | 3.3% |
| Other values (13) | 2507 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 293 | |
| T | 179 | |
| Y | 109 | 17.9% |
| J | 23 | 3.8% |
| M | 1 | 0.2% |
| I | 1 | 0.2% |
| U | 1 | 0.2% |
| W | 1 | 0.2% |
| P | 1 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 506 | |
| / | 2 | 0.4% |
| . | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 1775 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 182 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 109 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 109 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18021 | |
| Common | 2685 | 13.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 2815 | |
| o | 2261 | |
| t | 2240 | |
| a | 2016 | |
| n | 1206 | 6.7% |
| e | 1143 | 6.3% |
| i | 1107 | 6.1% |
| l | 925 | 5.1% |
| u | 613 | 3.4% |
| k | 579 | 3.2% |
| Other values (22) | 3116 |
Common
| Value | Count | Frequency (%) |
| 1775 | ||
| , | 506 | 18.8% |
| - | 182 | 6.8% |
| ) | 109 | 4.1% |
| ( | 109 | 4.1% |
| / | 2 | 0.1% |
| + | 1 | < 0.1% |
| . | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20595 | |
| None | 111 | 0.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 2815 | |
| o | 2261 | |
| t | 2240 | |
| a | 2016 | |
| 1775 | 8.6% | |
| n | 1206 | 5.9% |
| e | 1143 | 5.5% |
| i | 1107 | 5.4% |
| l | 925 | 4.5% |
| u | 613 | 3.0% |
| Other values (29) | 4494 |
None
| Value | Count | Frequency (%) |
| ä | 111 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 72 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.985130719 |
| Minimum | 0.4 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0654168247 |
|---|---|
| Coefficient of variation (CV) | 0.06640420752 |
| Kurtosis | 34.06705282 |
| Mean | 0.985130719 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.398413318 |
| Sum | 602.9 |
| Variance | 0.004279360953 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 575 | |
| 0.8 | 28 | 4.1% |
| 0.6 | 4 | 0.6% |
| 0.4 | 2 | 0.3% |
| 0.9 | 2 | 0.3% |
| 0.5 | 1 | 0.1% |
| (Missing) | 72 | 10.5% |
| Value | Count | Frequency (%) |
| 0.4 | 2 | 0.3% |
| 0.5 | 1 | 0.1% |
| 0.6 | 4 | 0.6% |
| 0.8 | 28 | 4.1% |
| 0.9 | 2 | 0.3% |
| 1 | 575 |
| Value | Count | Frequency (%) |
| 1 | 575 | |
| 0.9 | 2 | 0.3% |
| 0.8 | 28 | 4.1% |
| 0.6 | 4 | 0.6% |
| 0.5 | 1 | 0.1% |
| 0.4 | 2 | 0.3% |
| Distinct | 263 |
|---|---|
| Distinct (%) | 44.3% |
| Missing | 90 |
| Missing (%) | 13.2% |
| Memory size | 5.5 KiB |
| Full-stack | |
|---|---|
| Ohjelmistokehittäjä | |
| Arkkitehti | |
| Backend | 12 |
| Lead developer | 12 |
| Frontend | 9 |
| CTO | 6 |
| Team Lead | 5 |
| Software Engineer | 5 |
| Frontend developer | 5 |
| Senior Software Engineer | 5 |
| Projektipäällikkö | 5 |
| DevOps | 5 |
| Data scientist | 4 |
| Software developer | 4 |
| Data Engineer | 4 |
| Data engineer | 3 |
| Ohjelmistokehittäjä (backend) | 3 |
| Pilviarkkitehti | 3 |
| Data Scientist | 3 |
| Other values (243) |
Length
| Max length | 98 |
|---|---|
| Median length | 68 |
| Mean length | 17.05387205 |
| Min length | 2 |
Characters and Unicode
| Total characters | 10130 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 210 ? |
|---|---|
| Unique (%) | 35.4% |
Sample
| 1st row | Teknologiajohtaja |
|---|---|
| 2nd row | Ohjelmistokehittäjä |
| 3rd row | Full-stack-ohjelmistokehittäjä |
| 4th row | Devaaja |
| 5th row | Full-stack |
Common Values
| Value | Count | Frequency (%) |
| Full-stack | 134 | |
| Ohjelmistokehittäjä | 61 | 8.9% |
| Arkkitehti | 28 | 4.1% |
| Backend | 12 | 1.8% |
| Lead developer | 12 | 1.8% |
| Frontend | 9 | 1.3% |
| CTO | 6 | 0.9% |
| Team Lead | 5 | 0.7% |
| Software Engineer | 5 | 0.7% |
| Frontend developer | 5 | 0.7% |
| Other values (253) | 317 | |
| (Missing) | 90 | 13.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| full-stack | 169 | 16.9% |
| ohjelmistokehittäjä | 98 | 9.8% |
| developer | 64 | 6.4% |
| engineer | 47 | 4.7% |
| lead | 39 | 3.9% |
| arkkitehti | 37 | 3.7% |
| backend | 36 | 3.6% |
| senior | 34 | 3.4% |
| software | 28 | 2.8% |
| frontend | 25 | 2.5% |
| Other values (200) | 424 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1032 | 10.2% |
| t | 957 | 9.4% |
| l | 720 | 7.1% |
| i | 684 | 6.8% |
| a | 588 | 5.8% |
| k | 558 | 5.5% |
| s | 459 | 4.5% |
| 415 | 4.1% | |
| o | 403 | 4.0% |
| n | 376 | 3.7% |
| Other values (50) | 3938 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8586 | |
| Uppercase Letter | 790 | 7.8% |
| Space Separator | 415 | 4.1% |
| Dash Punctuation | 212 | 2.1% |
| Other Punctuation | 86 | 0.8% |
| Close Punctuation | 17 | 0.2% |
| Open Punctuation | 16 | 0.2% |
| Math Symbol | 8 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1032 | |
| t | 957 | 11.1% |
| l | 720 | 8.4% |
| i | 684 | 8.0% |
| a | 588 | 6.8% |
| k | 558 | 6.5% |
| s | 459 | 5.3% |
| o | 403 | 4.7% |
| n | 376 | 4.4% |
| r | 353 | 4.1% |
| Other values (17) | 2456 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 207 | |
| O | 129 | |
| S | 100 | |
| D | 71 | 9.0% |
| A | 44 | 5.6% |
| E | 44 | 5.6% |
| L | 38 | 4.8% |
| T | 32 | 4.1% |
| B | 27 | 3.4% |
| P | 23 | 2.9% |
| Other values (13) | 75 | 9.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 54 | |
| / | 27 | |
| . | 2 | 2.3% |
| & | 2 | 2.3% |
| : | 1 | 1.2% |
Space Separator
| Value | Count | Frequency (%) |
| 415 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 212 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 17 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 16 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9376 | |
| Common | 754 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1032 | 11.0% |
| t | 957 | 10.2% |
| l | 720 | 7.7% |
| i | 684 | 7.3% |
| a | 588 | 6.3% |
| k | 558 | 6.0% |
| s | 459 | 4.9% |
| o | 403 | 4.3% |
| n | 376 | 4.0% |
| r | 353 | 3.8% |
| Other values (40) | 3246 |
Common
| Value | Count | Frequency (%) |
| 415 | ||
| - | 212 | |
| , | 54 | 7.2% |
| / | 27 | 3.6% |
| ) | 17 | 2.3% |
| ( | 16 | 2.1% |
| + | 8 | 1.1% |
| . | 2 | 0.3% |
| & | 2 | 0.3% |
| : | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9787 | |
| None | 343 | 3.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1032 | 10.5% |
| t | 957 | 9.8% |
| l | 720 | 7.4% |
| i | 684 | 7.0% |
| a | 588 | 6.0% |
| k | 558 | 5.7% |
| s | 459 | 4.7% |
| 415 | 4.2% | |
| o | 403 | 4.1% |
| n | 376 | 3.8% |
| Other values (48) | 3595 |
None
| Value | Count | Frequency (%) |
| ä | 320 | |
| ö | 23 | 6.7% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 71 |
| Missing (%) | 10.4% |
| Memory size | 5.5 KiB |
| Pääosin tai kokonaan etätyö | |
|---|---|
| Jotain siltä väliltä | |
| Pääosin tai kokonaan toimistolla | |
| Omasta tahdosta pääosin toimistolla | 1 |
| kerran kuussa toimistolla firman piikkiin | 1 |
| Omasta valinnasta 99% toimistolla | 1 |
| Saa tehdä työt miten haluaa, vaikka kokonaan etänä, mutta itse pidän toimistolla työskentelemisestä joten olen siellä | 1 |
| Toimistolle menoa ei velvoiteta, mutta käyn siellä silti lähes päivittäin | 1 |
| Full remote, vapaus käyttää toimistoa jos haluaa | 1 |
| Täysin vapaa järjestely, ei rajoituksia. | 1 |
| jos toimistolla käyn niin 1-2 pv viikossa | 1 |
| Ei paikallaolovelvoitetta, mutta yleensä kolme päivää viikosta toimistolla | 1 |
Length
| Max length | 117 |
|---|---|
| Median length | 27 |
| Mean length | 25.92985318 |
| Min length | 20 |
Characters and Unicode
| Total characters | 15895 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | Jotain siltä väliltä |
|---|---|
| 2nd row | Pääosin tai kokonaan etätyö |
| 3rd row | Jotain siltä väliltä |
| 4th row | Jotain siltä väliltä |
| 5th row | Pääosin tai kokonaan etätyö |
Common Values
| Value | Count | Frequency (%) |
| Pääosin tai kokonaan etätyö | 343 | |
| Jotain siltä väliltä | 185 | |
| Pääosin tai kokonaan toimistolla | 76 | 11.1% |
| Omasta tahdosta pääosin toimistolla | 1 | 0.1% |
| kerran kuussa toimistolla firman piikkiin | 1 | 0.1% |
| Omasta valinnasta 99% toimistolla | 1 | 0.1% |
| Saa tehdä työt miten haluaa, vaikka kokonaan etänä, mutta itse pidän toimistolla työskentelemisestä joten olen siellä | 1 | 0.1% |
| Toimistolle menoa ei velvoiteta, mutta käyn siellä silti lähes päivittäin | 1 | 0.1% |
| Full remote, vapaus käyttää toimistoa jos haluaa | 1 | 0.1% |
| Täysin vapaa järjestely, ei rajoituksia. | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
| (Missing) | 71 | 10.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| pääosin | 420 | |
| kokonaan | 420 | |
| tai | 419 | |
| etätyö | 343 | |
| jotain | 185 | |
| siltä | 185 | |
| väliltä | 185 | |
| toimistolla | 82 | 3.6% |
| ei | 3 | 0.1% |
| mutta | 3 | 0.1% |
| Other values (47) | 52 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1862 | |
| ä | 1759 | |
| 1684 | ||
| o | 1628 | |
| i | 1596 | |
| a | 1567 | |
| n | 1464 | |
| k | 855 | |
| l | 742 | 4.7% |
| s | 713 | 4.5% |
| Other values (26) | 2025 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13587 | |
| Space Separator | 1684 | 10.6% |
| Uppercase Letter | 611 | 3.8% |
| Other Punctuation | 8 | 0.1% |
| Decimal Number | 4 | < 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1862 | |
| ä | 1759 | |
| o | 1628 | |
| i | 1596 | |
| a | 1567 | |
| n | 1464 | |
| k | 855 | |
| l | 742 | 5.5% |
| s | 713 | 5.2% |
| e | 372 | 2.7% |
| Other values (11) | 1029 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 419 | |
| J | 185 | |
| O | 2 | 0.3% |
| T | 2 | 0.3% |
| S | 1 | 0.2% |
| F | 1 | 0.2% |
| E | 1 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 6 | |
| % | 1 | 12.5% |
| . | 1 | 12.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 2 | |
| 1 | 1 | |
| 2 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 1684 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14198 | |
| Common | 1697 | 10.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 1862 | |
| ä | 1759 | |
| o | 1628 | |
| i | 1596 | |
| a | 1567 | |
| n | 1464 | |
| k | 855 | |
| l | 742 | 5.2% |
| s | 713 | 5.0% |
| P | 419 | 3.0% |
| Other values (18) | 1593 |
Common
| Value | Count | Frequency (%) |
| 1684 | ||
| , | 6 | 0.4% |
| 9 | 2 | 0.1% |
| % | 1 | 0.1% |
| . | 1 | 0.1% |
| 1 | 1 | 0.1% |
| - | 1 | 0.1% |
| 2 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13791 | |
| None | 2104 | 13.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 1862 | |
| 1684 | ||
| o | 1628 | |
| i | 1596 | |
| a | 1567 | |
| n | 1464 | |
| k | 855 | |
| l | 742 | 5.4% |
| s | 713 | 5.2% |
| P | 419 | 3.0% |
| Other values (24) | 1261 |
None
| Value | Count | Frequency (%) |
| ä | 1759 | |
| ö | 345 | 16.4% |
| Distinct | 201 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 73 |
| Missing (%) | 10.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5324.48964 |
| Minimum | 1080 |
|---|---|
| Maximum | 22500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 1080 |
|---|---|
| 5-th percentile | 3000 |
| Q1 | 4300 |
| median | 5100 |
| Q3 | 6100 |
| 95-th percentile | 8000 |
| Maximum | 22500 |
| Range | 21420 |
| Interquartile range (IQR) | 1800 |
Descriptive statistics
| Standard deviation | 1821.127289 |
|---|---|
| Coefficient of variation (CV) | 0.3420285159 |
| Kurtosis | 15.0638134 |
| Mean | 5324.48964 |
| Median Absolute Deviation (MAD) | 900 |
| Skewness | 2.315159103 |
| Sum | 3253263.17 |
| Variance | 3316504.604 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5000 | 29 | 4.2% |
| 5500 | 25 | 3.7% |
| 4500 | 23 | 3.4% |
| 6000 | 20 | 2.9% |
| 6500 | 16 | 2.3% |
| 4800 | 15 | 2.2% |
| 4600 | 15 | 2.2% |
| 4000 | 15 | 2.2% |
| 5200 | 14 | 2.0% |
| 5400 | 13 | 1.9% |
| Other values (191) | 426 | |
| (Missing) | 73 | 10.7% |
| Value | Count | Frequency (%) |
| 1080 | 1 | 0.1% |
| 1200 | 1 | 0.1% |
| 1660 | 1 | 0.1% |
| 1760 | 1 | 0.1% |
| 1880 | 1 | 0.1% |
| 1903 | 1 | 0.1% |
| 2000 | 3 | |
| 2200 | 1 | 0.1% |
| 2300 | 2 | |
| 2341 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 22500 | 1 | 0.1% |
| 14000 | 1 | 0.1% |
| 13333 | 1 | 0.1% |
| 13000 | 1 | 0.1% |
| 12900 | 1 | 0.1% |
| 12500 | 1 | 0.1% |
| 11250 | 1 | 0.1% |
| 11200 | 1 | 0.1% |
| 10500 | 2 | 0.3% |
| 10000 | 5 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 90 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69049.03254 |
| Minimum | 0 |
|---|---|
| Maximum | 350000 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33312.5 |
| Q1 | 53812.5 |
| median | 65000 |
| Q3 | 80000 |
| 95-th percentile | 110875 |
| Maximum | 350000 |
| Range | 350000 |
| Interquartile range (IQR) | 26187.5 |
Descriptive statistics
| Standard deviation | 30445.36959 |
|---|---|
| Coefficient of variation (CV) | 0.4409239127 |
| Kurtosis | 19.30540031 |
| Mean | 69049.03254 |
| Median Absolute Deviation (MAD) | 12556 |
| Skewness | 2.909934441 |
| Sum | 41015125.33 |
| Variance | 926920529.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60000 | 23 | 3.4% |
| 70000 | 18 | 2.6% |
| 62500 | 15 | 2.2% |
| 50000 | 15 | 2.2% |
| 80000 | 13 | 1.9% |
| 65000 | 13 | 1.9% |
| 100000 | 13 | 1.9% |
| 75000 | 12 | 1.8% |
| 90000 | 10 | 1.5% |
| 57500 | 10 | 1.5% |
| Other values (223) | 452 | |
| (Missing) | 90 | 13.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 500 | 1 | |
| 1000 | 1 | |
| 2000 | 1 | |
| 2500 | 1 | |
| 4000 | 1 | |
| 4800 | 1 | |
| 5000 | 1 | |
| 5062 | 1 | |
| 11250 | 1 |
| Value | Count | Frequency (%) |
| 350000 | 1 | |
| 290000 | 1 | |
| 220000 | 1 | |
| 210000 | 1 | |
| 200000 | 2 | |
| 188000 | 1 | |
| 170000 | 1 | |
| 160000 | 2 | |
| 156000 | 1 | |
| 150000 | 2 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 80 |
| Missing (%) | 11.7% |
| Memory size | 5.5 KiB |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 443 | |
| False | 161 | 23.5% |
| (Missing) | 80 | 11.7% |
| Distinct | 41 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 643 |
| Missing (%) | 94.0% |
| Memory size | 5.5 KiB |
| Työsuhteessa ulkomaalaiseen firmaan, ainoastaan palkanmaksu menee oman firman kautta | 1 |
|---|---|
| kokemusta jo kolme viikkoa it alalta | 1 |
| Laskuttavan työn lisäksi teen tuotekehitystä omaan b2c SaaS-palveluun, josta maksan itselleni myös palkkaa. | 1 |
| tietyn palkkatason jälkeen työntekijät alkavat ottamaan enemmän lomaa ja vapaa-aika. Se on eri asia kuin 100% allokaatio työtä tehdessä ja vaikuttaa vuosituloihin. Pääomatulot työnantajan osakkeilla taas voivat usein olla kerta luontoisia, mutta tuoda paljonkin lisätuloja | 1 |
| Tällä hetkellä sopparit tehdään 1v kerrallaan. Firman muoto OY. | 1 |
| Yrittäjähenkisessä työskentelyssä ei usein lasketa työtunteja. Siten esim. 90% työaika on aika näennäinen. Välillä tehdään kovempaa ja välillä rauhallisemmin. | 1 |
| En oo ihan varma miten muut toisissa vastaavan kokoluokan yrityksissä saa palkkaa vastaavasta roolista. | 1 |
| Koulu vielä kesken ja se vaikuttaa palkkaan | 1 |
| Palkka ei ole kilpailukykyinen, jos mietin paljonko pyytäisin vastaavasta positiosta palkkaa muissa yrityksissä, mutta varsin tarpeeksi nykyisessä yrityksessä. | 1 |
| Yritys Yhdysvalloista, kuten suurin osa tiimiäkin. Presenssi myös Suomessa | 1 |
| Lykkyä tykö vapaakenttien normalisointiin! | 1 |
| Työnantaja maksaa etätoimiston vuokran ja nettiyhteyteni, näitä en laskenut vuosiansioihin mukaan. | 1 |
| Erittäin osaava, 20 vuotta harrastanut koodari, jolla on työkokemukseen nähden suuremmat kyvyt kuin useilla muilla. AMK-koulutus | 1 |
| Kiitos vaivannäöstä tämän kyselyn järjestämiseksi! | 1 |
| Relevantti työkokemukseni voisi olla vähän enemmänkin, ei kuitenkaan kahta vuotta. | 1 |
| Hyvinvointietu 500e/vuosi + henkilökohtainen opiskelubudgetti | 1 |
| Ulkomailla. | 1 |
| Olen alanvaihtaja, joten varsinaista työkokemusta devaajana on vähän, mutta domain-osaamista aiemman uran kautta paljon, joka vaikuttaa hieman palkkaan. | 1 |
| Vastasin nyt yhden työnantajan mukaan, jolle teen 80% työaikaa. Teen myös 20% työaikaa eri työnantajalle ja sektorille mutta en huomioinut sitä vastauksissa koska menisi sekavaksi. | 1 |
| Experis Academy(yritys, jossa olen palkkalistoilla) on kansainvälinen yritys, joka on tarkoitettu uran alkuvaiheessa oleville koodareille, jonka tarkoituksena on kouluttaa konsultteja 3kk intensiivijakson aikana. Palkka hieman parempi kuin junior-koodareilla, mutta toisaalta myös voidaan vaatiakin hieman enemmän osaamista | 1 |
| Other values (21) |
Length
| Max length | 323 |
|---|---|
| Median length | 98 |
| Mean length | 111.5609756 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4574 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Lykkyä tykö vapaakenttien normalisointiin! |
|---|---|
| 2nd row | Laskutan palkan firmani kautta |
| 3rd row | Vastasin kyselyyn ns. päätyönantajani mukaan. Omaani vastaavissa tehtävissä suhteellisen usein saatetaan kuitenkin keikkailla startupeissa tms. osa-aikaisesti päätyön lisäksi. Kahden työpaikan ujuttaminen vastauksiin ei onnistunut. |
| 4th row | Kunta TES == 38 kokonaista päivää vuodessa, työaika 7h15min/päivä |
| 5th row | Olen tosiaan poikkeus siinä, että kirjoitan koodia töissä erittäin harvoin. Välillä jotain devops-tyylistä tulee harrastettu, mutta toistaiseksi harvemmin. |
Common Values
| Value | Count | Frequency (%) |
| Työsuhteessa ulkomaalaiseen firmaan, ainoastaan palkanmaksu menee oman firman kautta | 1 | 0.1% |
| kokemusta jo kolme viikkoa it alalta | 1 | 0.1% |
| Laskuttavan työn lisäksi teen tuotekehitystä omaan b2c SaaS-palveluun, josta maksan itselleni myös palkkaa. | 1 | 0.1% |
| tietyn palkkatason jälkeen työntekijät alkavat ottamaan enemmän lomaa ja vapaa-aika. Se on eri asia kuin 100% allokaatio työtä tehdessä ja vaikuttaa vuosituloihin. Pääomatulot työnantajan osakkeilla taas voivat usein olla kerta luontoisia, mutta tuoda paljonkin lisätuloja | 1 | 0.1% |
| Tällä hetkellä sopparit tehdään 1v kerrallaan. Firman muoto OY. | 1 | 0.1% |
| Yrittäjähenkisessä työskentelyssä ei usein lasketa työtunteja. Siten esim. 90% työaika on aika näennäinen. Välillä tehdään kovempaa ja välillä rauhallisemmin. | 1 | 0.1% |
| En oo ihan varma miten muut toisissa vastaavan kokoluokan yrityksissä saa palkkaa vastaavasta roolista. | 1 | 0.1% |
| Koulu vielä kesken ja se vaikuttaa palkkaan | 1 | 0.1% |
| Palkka ei ole kilpailukykyinen, jos mietin paljonko pyytäisin vastaavasta positiosta palkkaa muissa yrityksissä, mutta varsin tarpeeksi nykyisessä yrityksessä. | 1 | 0.1% |
| Yritys Yhdysvalloista, kuten suurin osa tiimiäkin. Presenssi myös Suomessa | 1 | 0.1% |
| Other values (31) | 31 | 4.5% |
| (Missing) | 643 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| on | 15 | 2.6% |
| ja | 12 | 2.1% |
| mutta | 9 | 1.6% |
| ei | 7 | 1.2% |
| myös | 6 | 1.1% |
| enemmän | 6 | 1.1% |
| palkkaa | 6 | 1.1% |
| palkka | 5 | 0.9% |
| että | 5 | 0.9% |
| 5 | 0.9% | |
| Other values (405) | 495 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 551 | |
| 534 | ||
| i | 369 | 8.1% |
| t | 365 | 8.0% |
| n | 314 | 6.9% |
| s | 294 | 6.4% |
| e | 263 | 5.7% |
| k | 242 | 5.3% |
| l | 220 | 4.8% |
| o | 213 | 4.7% |
| Other values (58) | 1209 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3824 | |
| Space Separator | 534 | 11.7% |
| Other Punctuation | 95 | 2.1% |
| Uppercase Letter | 68 | 1.5% |
| Decimal Number | 29 | 0.6% |
| Dash Punctuation | 11 | 0.2% |
| Math Symbol | 5 | 0.1% |
| Close Punctuation | 4 | 0.1% |
| Open Punctuation | 3 | 0.1% |
| Control | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 551 | |
| i | 369 | |
| t | 365 | |
| n | 314 | 8.2% |
| s | 294 | 7.7% |
| e | 263 | 6.9% |
| k | 242 | 6.3% |
| l | 220 | 5.8% |
| o | 213 | 5.6% |
| u | 174 | 4.6% |
| Other values (15) | 819 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 8 | |
| S | 7 | |
| V | 7 | |
| P | 7 | |
| O | 6 | |
| E | 6 | |
| T | 6 | |
| Y | 4 | 5.9% |
| L | 3 | 4.4% |
| J | 2 | 2.9% |
| Other values (8) | 12 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 41 | |
| , | 40 | |
| % | 4 | 4.2% |
| / | 3 | 3.2% |
| " | 2 | 2.1% |
| : | 2 | 2.1% |
| ! | 2 | 2.1% |
| * | 1 | 1.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 5 | |
| 3 | 4 | |
| 2 | 4 | |
| 8 | 3 | 10.3% |
| 5 | 3 | 10.3% |
| 7 | 1 | 3.4% |
| 9 | 1 | 3.4% |
Math Symbol
| Value | Count | Frequency (%) |
| = | 2 | |
| ~ | 1 | |
| < | 1 | |
| + | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 534 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Control
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3892 | |
| Common | 682 | 14.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 551 | |
| i | 369 | |
| t | 365 | |
| n | 314 | 8.1% |
| s | 294 | 7.6% |
| e | 263 | 6.8% |
| k | 242 | 6.2% |
| l | 220 | 5.7% |
| o | 213 | 5.5% |
| u | 174 | 4.5% |
| Other values (33) | 887 |
Common
| Value | Count | Frequency (%) |
| 534 | ||
| . | 41 | 6.0% |
| , | 40 | 5.9% |
| - | 11 | 1.6% |
| 0 | 8 | 1.2% |
| 1 | 5 | 0.7% |
| % | 4 | 0.6% |
| 3 | 4 | 0.6% |
| 2 | 4 | 0.6% |
| ) | 4 | 0.6% |
| Other values (15) | 27 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4392 | |
| None | 182 | 4.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 551 | |
| 534 | ||
| i | 369 | 8.4% |
| t | 365 | 8.3% |
| n | 314 | 7.1% |
| s | 294 | 6.7% |
| e | 263 | 6.0% |
| k | 242 | 5.5% |
| l | 220 | 5.0% |
| o | 213 | 4.8% |
| Other values (56) | 1027 |
None
| Value | Count | Frequency (%) |
| ä | 146 | |
| ö | 36 | 19.8% |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 653 |
| Missing (%) | 95.5% |
| Memory size | 5.5 KiB |
| Tämä oli mukavan lyhyt ja ytimekäs | 1 |
|---|---|
| mietityttää, olisiko kuitenkin koulutustausta relevantti tieto? | 1 |
| Kyselyn voisi toteuttaa myös englanniksi, sillä suomessa työskentelee paljon suomea taitamattomia :) | 1 |
| Aikanaan, kun toteutin laajan palkkatutkimuksen ohjelmistoalalle, sisällytin mukaan monia kysymyksiä työntekijöiden rooleista, arvoista, koulutustasosta ja tehtävänimikkeistä. Näistä sai sitten todella mielenkiintoista tietoa yhdistettynä palkkatietoihin. Vuosilaskutus on sellainen tapa kysyä palkkaa, että se johtaa helposti harhaan. Mitä jos on korkea laskutus, mutta päättää tehdä kuusituntista viikkoa? Mitä jos on vanhempainvapaalla puolet vuodesta? Tällaisella yhdellä vuosilaskutusta koskevalla kysymyksellä saa helposti harhaanjohtavia vastauksia. | 1 |
| Millä kielillä koodaa? Millä alustoilla? | 1 |
| Palkan kilpailukykyisyyttä voisi arvioida skaalalla 1-5 eikä vain kyllä/ei.... | 1 |
| Voisi kysellä kuinka paljon työajasta voi käyttää itseopiskeluun tai muuhun ei suoraan tuottavaan työhön. | 1 |
| Työsuhde-edut ois kiva olla erillisenä kysymyksenä. | 1 |
| Työsuhde-edut | 1 |
| Ehkä joku työsuhde-edut rahallisesti osuus myös? | 1 |
| Kompensaatioon sitomaton omistus, esim. founder yms. roolit. | 1 |
| Koulutusta voisi kysyä ja onko se vielä kesken | 1 |
| Olisko siistiä vertailla palkkoja kans teknologiakohtaisest kyselemällä vaikkapa tärkeimmät teknologiat työssäsi? | 1 |
| Pizza-alennuskoodia mukaan!!! | 1 |
| Ehkä laskuttajilta vois kysyy firman muotoa (vai onko OY niin de facto ettei kannata?). Toinen mitä voisi kysyä on se, että kuinka isoa palkkaa itselleen maksaa, jos maksaa. | 1 |
| Mitä työsuhde-etuja (työmatkaetu, lounasetu, jne.) saat? Koulutustausta? Onko sinulla sertifikaatioita, ja jos on, mitä? Teetkö sivukeikkoja, ja jos teet , mitä? | 1 |
| Ehkä se koulutus liittyy myös tähän palkkaan | 1 |
| voisi lisätä ohjelmointikielet - saisi samalla kerättyä tietoa mihin suuntaan markkina on menossa. | 1 |
| Kyselyn voisi toteuttaa myös englanniksi? | 1 |
| Olisi mielenkiintoista tietää, paljonko pitää lomaa/vapaata päivinä tai viikkoina vuodessa | 1 |
| Other values (11) |
Length
| Max length | 558 |
|---|---|
| Median length | 89 |
| Mean length | 96.80645161 |
| Min length | 13 |
Characters and Unicode
| Total characters | 3001 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Tämä oli mukavan lyhyt ja ytimekäs |
|---|---|
| 2nd row | 5/5 hyvää duunia |
| 3rd row | Kiinnostaisi tietää mitä kautta ihmiset löysivät työnsä. |
| 4th row | Ehkä voisi huomioida olennaiset semi-satunnaiset sivuduunit palkkaduunarin ja yrittäjän välimaastossa olevilla. |
| 5th row | Luontaisedut, autoedun arvo yms. voisi olla mukana kyselyssä |
Common Values
| Value | Count | Frequency (%) |
| Tämä oli mukavan lyhyt ja ytimekäs | 1 | 0.1% |
| mietityttää, olisiko kuitenkin koulutustausta relevantti tieto? | 1 | 0.1% |
| Kyselyn voisi toteuttaa myös englanniksi, sillä suomessa työskentelee paljon suomea taitamattomia :) | 1 | 0.1% |
| Aikanaan, kun toteutin laajan palkkatutkimuksen ohjelmistoalalle, sisällytin mukaan monia kysymyksiä työntekijöiden rooleista, arvoista, koulutustasosta ja tehtävänimikkeistä. Näistä sai sitten todella mielenkiintoista tietoa yhdistettynä palkkatietoihin. Vuosilaskutus on sellainen tapa kysyä palkkaa, että se johtaa helposti harhaan. Mitä jos on korkea laskutus, mutta päättää tehdä kuusituntista viikkoa? Mitä jos on vanhempainvapaalla puolet vuodesta? Tällaisella yhdellä vuosilaskutusta koskevalla kysymyksellä saa helposti harhaanjohtavia vastauksia. | 1 | 0.1% |
| Millä kielillä koodaa? Millä alustoilla? | 1 | 0.1% |
| Palkan kilpailukykyisyyttä voisi arvioida skaalalla 1-5 eikä vain kyllä/ei.... | 1 | 0.1% |
| Voisi kysellä kuinka paljon työajasta voi käyttää itseopiskeluun tai muuhun ei suoraan tuottavaan työhön. | 1 | 0.1% |
| Työsuhde-edut ois kiva olla erillisenä kysymyksenä. | 1 | 0.1% |
| Työsuhde-edut | 1 | 0.1% |
| Ehkä joku työsuhde-edut rahallisesti osuus myös? | 1 | 0.1% |
| Other values (21) | 21 | 3.1% |
| (Missing) | 653 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| voisi | 11 | 3.0% |
| on | 8 | 2.2% |
| ja | 7 | 1.9% |
| mitä | 7 | 1.9% |
| jos | 5 | 1.4% |
| onko | 5 | 1.4% |
| kysyä | 5 | 1.4% |
| myös | 5 | 1.4% |
| se | 4 | 1.1% |
| ehkä | 4 | 1.1% |
| Other values (267) | 304 |
Most occurring characters
| Value | Count | Frequency (%) |
| 338 | ||
| a | 323 | |
| t | 262 | 8.7% |
| i | 254 | 8.5% |
| s | 220 | 7.3% |
| o | 178 | 5.9% |
| e | 164 | 5.5% |
| l | 163 | 5.4% |
| k | 153 | 5.1% |
| n | 147 | 4.9% |
| Other values (44) | 799 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2517 | |
| Space Separator | 338 | 11.3% |
| Other Punctuation | 81 | 2.7% |
| Uppercase Letter | 44 | 1.5% |
| Dash Punctuation | 8 | 0.3% |
| Decimal Number | 4 | 0.1% |
| Close Punctuation | 3 | 0.1% |
| Control | 2 | 0.1% |
| Open Punctuation | 2 | 0.1% |
| Other Symbol | 2 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 323 | |
| t | 262 | |
| i | 254 | |
| s | 220 | |
| o | 178 | 7.1% |
| e | 164 | 6.5% |
| l | 163 | 6.5% |
| k | 153 | 6.1% |
| n | 147 | 5.8% |
| u | 126 | 5.0% |
| Other values (14) | 527 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 9 | |
| M | 7 | |
| K | 6 | |
| O | 5 | |
| E | 4 | |
| V | 3 | 6.8% |
| P | 2 | 4.5% |
| J | 2 | 4.5% |
| S | 1 | 2.3% |
| F | 1 | 2.3% |
| Other values (4) | 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 32 | |
| , | 23 | |
| ? | 13 | |
| " | 6 | 7.4% |
| / | 3 | 3.7% |
| ! | 3 | 3.7% |
| : | 1 | 1.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 3 | |
| 1 | 1 | 25.0% |
Other Symbol
| Value | Count | Frequency (%) |
| 😍 | 1 | |
| 😄 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 338 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Control
| Value | Count | Frequency (%) |
| 2 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2561 | |
| Common | 440 | 14.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 323 | |
| t | 262 | |
| i | 254 | |
| s | 220 | 8.6% |
| o | 178 | 7.0% |
| e | 164 | 6.4% |
| l | 163 | 6.4% |
| k | 153 | 6.0% |
| n | 147 | 5.7% |
| u | 126 | 4.9% |
| Other values (28) | 571 |
Common
| Value | Count | Frequency (%) |
| 338 | ||
| . | 32 | 7.3% |
| , | 23 | 5.2% |
| ? | 13 | 3.0% |
| - | 8 | 1.8% |
| " | 6 | 1.4% |
| ) | 3 | 0.7% |
| 5 | 3 | 0.7% |
| / | 3 | 0.7% |
| ! | 3 | 0.7% |
| Other values (6) | 8 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2882 | |
| None | 117 | 3.9% |
| Emoticons | 2 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 338 | ||
| a | 323 | |
| t | 262 | 9.1% |
| i | 254 | 8.8% |
| s | 220 | 7.6% |
| o | 178 | 6.2% |
| e | 164 | 5.7% |
| l | 163 | 5.7% |
| k | 153 | 5.3% |
| n | 147 | 5.1% |
| Other values (40) | 680 |
None
| Value | Count | Frequency (%) |
| ä | 94 | |
| ö | 23 | 19.7% |
Emoticons
| Value | Count | Frequency (%) |
| 😍 | 1 | |
| 😄 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 80 |
| Missing (%) | 11.7% |
| Memory size | 944.0 B |
| Etä | |
|---|---|
| 50/50 | |
| Toimisto |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.241721854 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2562 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 50/50 |
|---|---|
| 2nd row | Etä |
| 3rd row | 50/50 |
| 4th row | 50/50 |
| 5th row | Etä |
Common Values
| Value | Count | Frequency (%) |
| Etä | 343 | |
| 50/50 | 185 | |
| Toimisto | 76 | 11.1% |
| (Missing) | 80 | 11.7% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| etä | 343 | |
| 50/50 | 185 | |
| toimisto | 76 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 419 | |
| 5 | 370 | |
| 0 | 370 | |
| E | 343 | |
| ä | 343 | |
| / | 185 | |
| o | 152 | 5.9% |
| i | 152 | 5.9% |
| T | 76 | 3.0% |
| m | 76 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1218 | |
| Decimal Number | 740 | |
| Uppercase Letter | 419 | 16.4% |
| Other Punctuation | 185 | 7.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 419 | |
| ä | 343 | |
| o | 152 | 12.5% |
| i | 152 | 12.5% |
| m | 76 | 6.2% |
| s | 76 | 6.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 370 | |
| 0 | 370 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 343 | |
| T | 76 | 18.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 185 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1637 | |
| Common | 925 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 419 | |
| E | 343 | |
| ä | 343 | |
| o | 152 | 9.3% |
| i | 152 | 9.3% |
| T | 76 | 4.6% |
| m | 76 | 4.6% |
| s | 76 | 4.6% |
Common
| Value | Count | Frequency (%) |
| 5 | 370 | |
| 0 | 370 | |
| / | 185 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2219 | |
| None | 343 | 13.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 419 | |
| 5 | 370 | |
| 0 | 370 | |
| E | 343 | |
| / | 185 | |
| o | 152 | 6.8% |
| i | 152 | 6.8% |
| T | 76 | 3.4% |
| m | 76 | 3.4% |
| s | 76 | 3.4% |
None
| Value | Count | Frequency (%) |
| ä | 343 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 90 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5754.086045 |
| Minimum | 0 |
|---|---|
| Maximum | 29166.66667 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2776.041667 |
| Q1 | 4484.375 |
| median | 5416.666667 |
| Q3 | 6666.666667 |
| 95-th percentile | 9239.583333 |
| Maximum | 29166.66667 |
| Range | 29166.66667 |
| Interquartile range (IQR) | 2182.291667 |
Descriptive statistics
| Standard deviation | 2537.114133 |
|---|---|
| Coefficient of variation (CV) | 0.4409239127 |
| Kurtosis | 19.30540031 |
| Mean | 5754.086045 |
| Median Absolute Deviation (MAD) | 1046.333333 |
| Skewness | 2.909934441 |
| Sum | 3417927.111 |
| Variance | 6436948.123 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5000 | 23 | 3.4% |
| 5833.333333 | 18 | 2.6% |
| 5208.333333 | 15 | 2.2% |
| 4166.666667 | 15 | 2.2% |
| 6666.666667 | 13 | 1.9% |
| 5416.666667 | 13 | 1.9% |
| 8333.333333 | 13 | 1.9% |
| 6250 | 12 | 1.8% |
| 7500 | 10 | 1.5% |
| 4791.666667 | 10 | 1.5% |
| Other values (223) | 452 | |
| (Missing) | 90 | 13.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 41.66666667 | 1 | |
| 83.33333333 | 1 | |
| 166.6666667 | 1 | |
| 208.3333333 | 1 | |
| 333.3333333 | 1 | |
| 400 | 1 | |
| 416.6666667 | 1 | |
| 421.8333333 | 1 | |
| 937.5 | 1 |
| Value | Count | Frequency (%) |
| 29166.66667 | 1 | |
| 24166.66667 | 1 | |
| 18333.33333 | 1 | |
| 17500 | 1 | |
| 16666.66667 | 2 | |
| 15666.66667 | 1 | |
| 14166.66667 | 1 | |
| 13333.33333 | 2 | |
| 13000 | 1 | |
| 12500 | 2 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| Timestamp | Oletko palkansaaja vai laskuttaja? | Ikä | Sukupuoli | Työkokemus | Montako vuotta olet tehnyt laskuttavaa työtä alalla? | Palvelut | Tuntilaskutus (ALV 0%, euroina) | Vuosilaskutus (ALV 0%, euroina) | Hankitko asiakkaasi itse suoraan vai käytätkö välitysfirmojen palveluita? | Mistä asiakkaat ovat? | Työpaikka | Kaupunki | Millaisessa yrityksessä työskentelet | Työaika | Rooli | Etä- vai lähityö | Kuukausipalkka | Vuositulot | Vapaa kuvaus kokonaiskompensaatiomallista | Kilpailukykyinen | Vapaa sana | Ideoita ensi vuoden kyselyyn | Etä | Kk-tulot | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-09-26 16:35:50.002 | Palkansaaja | 33 | mies | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Konsulttitalossa | 1.0 | Teknologiajohtaja | Jotain siltä väliltä | 6500.0 | 81250.0 | NaN | True | NaN | NaN | 50/50 | 6770.833333 |
| 1 | 2022-09-26 16:37:21.049 | Palkansaaja | 33 | mies | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Tuotetalossa, jonka core-bisnes on softa | 1.0 | Ohjelmistokehittäjä | Pääosin tai kokonaan etätyö | 9000.0 | 117000.0 | NaN | True | NaN | NaN | Etä | 9750.000000 |
| 2 | 2022-09-26 16:38:47.396 | Palkansaaja | 33 | mies | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Turku | Tuotetalossa, jonka core-bisnes on softa | 1.0 | Full-stack-ohjelmistokehittäjä | Jotain siltä väliltä | 5000.0 | 62500.0 | NaN | False | NaN | NaN | 50/50 | 5208.333333 |
| 3 | 2022-09-26 16:39:47.534 | Palkansaaja | 38 | mies | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Konsulttitalossa | 1.0 | Devaaja | Jotain siltä väliltä | 5100.0 | 63750.0 | NaN | False | NaN | NaN | 50/50 | 5312.500000 |
| 4 | 2022-09-26 16:41:09.685 | Laskuttaja | 28 | mies | 6.0 | 1.0 | Data-analytiikka, Arkkitehtuuri, Data Engineering, | 90.0 | 160000.0 | Käytän välitysfirmoja | Suomesta | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 2022-09-26 16:43:39.266 | Laskuttaja | 28 | mies | 6.0 | 10.0 | Fullstack | 80.0 | 100000.0 | Itse | Suomesta, Ulkomailta | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Lykkyä tykö vapaakenttien normalisointiin! | Tämä oli mukavan lyhyt ja ytimekäs | NaN | NaN |
| 6 | 2022-09-26 16:44:27.744 | Palkansaaja | 38 | mies | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Konsulttitalossa | 1.0 | Full-stack | Pääosin tai kokonaan etätyö | 7500.0 | 90000.0 | NaN | True | NaN | NaN | Etä | 7500.000000 |
| 7 | 2022-09-26 16:44:49.112 | Palkansaaja | 33 | mies | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Vaasa | Tuotetalossa, jonka core-bisnes on softa | 1.0 | Ohjelmistokehittäjä full-stack, laitteistokehitys, tekoäly/koneoppiminen | Pääosin tai kokonaan etätyö | 3700.0 | 48000.0 | Kuukausipalkka + vaihtelevan kokoinen joulubonus | True | NaN | NaN | Etä | 4000.000000 |
| 8 | 2022-09-26 16:45:12.422 | Palkansaaja | 33 | mies | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | Visma | Tampere | Konsulttitalossa | 1.0 | Full-stack | Pääosin tai kokonaan etätyö | 4600.0 | 57500.0 | NaN | True | NaN | NaN | Etä | 4791.666667 |
| 9 | 2022-09-26 16:45:44.793 | Palkansaaja | 38 | mies | 14.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Yrityksessä, jossa softa on tukeva toiminto (esim pankit, terveysala, yms) | 1.0 | NaN | Jotain siltä väliltä | 4300.0 | 55000.0 | NaN | False | NaN | NaN | 50/50 | 4583.333333 |
Last rows
| Timestamp | Oletko palkansaaja vai laskuttaja? | Ikä | Sukupuoli | Työkokemus | Montako vuotta olet tehnyt laskuttavaa työtä alalla? | Palvelut | Tuntilaskutus (ALV 0%, euroina) | Vuosilaskutus (ALV 0%, euroina) | Hankitko asiakkaasi itse suoraan vai käytätkö välitysfirmojen palveluita? | Mistä asiakkaat ovat? | Työpaikka | Kaupunki | Millaisessa yrityksessä työskentelet | Työaika | Rooli | Etä- vai lähityö | Kuukausipalkka | Vuositulot | Vapaa kuvaus kokonaiskompensaatiomallista | Kilpailukykyinen | Vapaa sana | Ideoita ensi vuoden kyselyyn | Etä | Kk-tulot | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 674 | 2022-10-09 18:56:30.713 | Palkansaaja | 38 | mies | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Konsulttitalossa | 1.0 | Web-analyytikko | Pääosin tai kokonaan etätyö | 7300.0 | 90000.0 | NaN | False | NaN | NaN | Etä | 7500.000000 |
| 675 | 2022-10-09 19:31:27.704 | Laskuttaja | 28 | mies | 4.0 | 1.0 | Full stack | 86.0 | 125000.0 | Käytän välitysfirmoja | Suomesta | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 676 | 2022-10-09 20:54:49.686 | Palkansaaja | 33 | nainen | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Tuotetalossa, jonka core-bisnes on softa | 1.0 | Junior frontend dev | Pääosin tai kokonaan etätyö | 3750.0 | 47000.0 | Palkkamalliin kuului osakkeita n. 17t € arvosta, vestautumisaika 4 vuotta, kertyvät asteittain. | True | NaN | Työkokemusvuosien vaihtoehdoissa voisi olla kokonaislukujen sijaan mahdollista valita myös esim. "alle vuosi". Mun relevantti kokemus alalta on puoli vuotta, joten en haluais millään vastata "nolla vuotta" 😄 | Etä | 3916.666667 |
| 677 | 2022-10-09 21:34:52.664 | Palkansaaja | 33 | mies | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Lappeenranta | Konsulttitalossa | 0.8 | NaN | Jotain siltä väliltä | 4200.0 | 52500.0 | NaN | NaN | NaN | NaN | 50/50 | 4375.000000 |
| 678 | 2022-10-09 22:07:02.512 | Palkansaaja | 33 | NaN | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Tampere | Tuotetalossa, jonka core-bisnes on softa | 1.0 | Team leader | Jotain siltä väliltä | 5100.0 | NaN | NaN | False | NaN | NaN | 50/50 | NaN |
| 679 | 2022-10-09 22:29:23.021 | Palkansaaja | 33 | mies | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | PK-Seutu | Konsulttitalossa | 1.0 | Ohjelmistokehittäjä | Pääosin tai kokonaan toimistolla | 4730.0 | 61000.0 | Kiinteä kuukausipalkka + vuosibonus yrityksen tuloksen mukaan | False | NaN | NaN | Toimisto | 5083.333333 |
| 680 | 2022-10-10 06:26:34.080 | Laskuttaja | 33 | mies | 12.0 | NaN | NaN | 170.0 | NaN | Itse | Suomesta, Ulkomailta | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 681 | 2022-10-10 06:52:45.143 | Palkansaaja | 28 | mies | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | Helsingin Kaupunki | PK-Seutu | Julkinen tai kolmas sektori | 1.0 | Backend, devops, projektipäällikkö | Pääosin tai kokonaan toimistolla | 2300.0 | 28750.0 | NaN | False | NaN | NaN | Toimisto | 2395.833333 |
| 682 | 2022-10-10 07:46:57.646 | Palkansaaja | 33 | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | Fraktio | PK-Seutu | Konsulttitalossa | 1.0 | Suunnittelija | Jotain siltä väliltä | 4900.0 | 61250.0 | NaN | True | NaN | NaN | 50/50 | 5104.166667 |
| 683 | 2022-10-10 07:49:49.204 | Laskuttaja | 23 | mies | 7.0 | 4.0 | Backend, systems | 120.0 | 135000.0 | Itse | Ulkomailta | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |