 | arm and hand distinguished or not |
|---|---|
 | missing data |
 | colexifies ARM and HAND |
 | does not colexify ARM and HAND |
 | has the same word form for foot and leg |
 | missing data |
 | colexifies FOOT and LEG |
 | does not colexify FOOT and LEG |
| arm and hand distinguished or not |
|---|---|
| missing data |
| colexifies ARM and HAND |
| does not colexify ARM and HAND |
| has the same word form for foot and leg |
| missing data |
| colexifies FOOT and LEG |
| does not colexify FOOT and LEG |
+
+In the example we can see that cognateset *4280* features a range of different semantics, where all Tacanan languages have the meaning of MOON, while the Panoan languages feature YEAR, SUN, DAY, and others.
diff --git a/raw/duplicates.md b/raw/duplicates.md
index 5613e6e..c407f2a 100644
--- a/raw/duplicates.md
+++ b/raw/duplicates.md
@@ -1774,6 +1774,7 @@ castrozhuang-MashanBaishan-Castro-2010-511-420-1 | Mashan Baishan | LOOSE | θɔ
castrozhuang-DuAnGaoling-Castro-2010-511-374-2 | Du'an Gaoling | WE (INCLUSIVE) | ðɐu²³¹ | ð ɐu ²³¹
chacolanguages-Ava-95_claw-2 | Ava Guaraní | CLAW | po+ãpe | p o + ã p e
idssegmented-chiriguano-8-600-1 | Chiriguano | TREE | ɨ'wɨra | ɨ w ɨ r a
+tuled-Chiriguano-85-3 | Chiriguano | CONSUME (DRINK OR EAT) | u | u
chacolanguages-Ayoreo-15_long-6 | Ayoreo | LONG | uma+ejna | u m a + e n̥ a
idssegmented-ayoreo-12-50-3 | Ayoreo | INSIDE | -ihiʔ | i h i ʔ
chacolanguages-Toba-279_come-3 | Toba | COME | anac | a n a k
@@ -1964,13 +1965,12 @@ idssegmented-moderngreek-22-420-2 | Modern Greek | MAGIC | 'maɣia | m a ɣ i a
starostinpie-swedish-46_leaf-2 | Swedish | LEAF | b.l.a.d | b l a d
tuled-SuruiPaiter-337-2 | Surui-Paiter | SING | merewa | m e ɾ e w a
tuled-Tembe-304-2 | Tembe | REMAIN | pɨta | p ɨ t a
+tuled-Guajajara-71-3 | Guajajara | CHIEFTAIN | kəpitəw | k ə p i t ə w
tuled-Guajajara-220-3 | Guajajara | LIE DOWN | ʔa | ʔ a
tuled-Guajajara-220-4 | Guajajara | LIE DOWN | zerew | z e r e w
-tuled-Guajajara-71-3 | Guajajara | CHIEFTAIN | kəpitəw | k ə p i t ə w
tuled-Guajajara-260-2 | Guajajara | NOW | kurɨ | k u r ɨ
-tuled-Guajajara-443-2 | Guajajara | YOU | pe | p e
tuled-Guajajara-413-2 | Guajajara | WAKE UP | meʔe | m e ʔ e
-tuled-Amondawa-367-2 | Amondawa | SUN | kʷara | kʷ a ɾ a
+tuled-Guajajara-443-2 | Guajajara | YOU | pe | p e
gerarditupi-Parintintin-240_wing2-1 | Parintintin | WING | p e p o | p e p o
gerarditupi-Urueuwauwau-240_wing2-1 | Urueuwauwau | WING | p e p o | p e p o
gerarditupi-Arawete-240_wing2-1 | Araweté | WING | p e p a | p e p a
@@ -9541,6 +9541,7 @@ transnewguineaorg-zorop-1907_wepronound1p-2 | Zorop | WE | nin | n i n
transnewguineaorg-zorop-275_pig-2 | Zorop | PIG | sər | s ə r
tryonsolomon-mono-173_theydl-1 | Mono | THEY | relana!i | r e l a n a ʔ i
tryonsolomon-mono-168_youpl-1 | Mono | YOU | māŋ | m aː ŋ
+tuled-Akuntsu-83-2 | Akuntsu | COME | tʃe | tʃ e
vanuatuvoices-Nakanamangasesake-77_mother-2 | Nakanamanga: Sesake | MOTHER | tete | t e t e
vanuatuvoices-Nakanamangasesake-78_father-2 | Nakanamanga: Sesake | FATHER | popo | p o p o
vanuatuvoices-Sivitinjavjericho-78_father-2 | Siviti (Njav): Jericho | FATHER | tate | t a t e
diff --git a/workflow.md b/workflow.md
index d2c8823..0f79cb3 100644
--- a/workflow.md
+++ b/workflow.md
@@ -82,12 +82,12 @@ This data is contained in the tables [contributions.csv](cldf/contributions.csv)
$ pip install csvkit
$ csvcut -c ID,Glottocodes,Concepts,Forms cldf/collections.csv | csvformat -T
ID Glottocodes Concepts Forms
-LexiCore 2791 3199 1775434
-ClicsCore 2064 3168 1540913
-CogCore 1417 1940 392758
+LexiCore 2791 3208 1775323
+ClicsCore 2064 3177 1540641
+CogCore 1442 1973 414550
ProtoCore 32 1135 11949
-Lexibank 2791 3199 1775434
-Selexion 2791 3182 1210251
+Lexibank 2791 3208 1775323
+Selexion 2791 3192 1210178
```
or list how many source datasets are aggregated in each of these collections:
@@ -192,21 +192,22 @@ You can also easily inspect the data for outliers:
```shell
$ csvgrep -c Parameter_ID -m ConsonantQualitySize cldf/phonology-values.csv | csvstat -c Value
4. "Value"
+
Type of data: Number
Contains null values: False
Non-null values: 4745
Unique values: 64
Smallest value: 7
Largest value: 107
- Sum: 115,017
- Mean: 24.24
+ Sum: 115,029
+ Mean: 24.242
Median: 23
StDev: 8.479
Most decimal places: 0
Most common values: 22 (325x)
- 23 (313x)
+ 23 (311x)
20 (297x)
- 21 (270x)
+ 21 (269x)
19 (264x)
Row count: 4745
@@ -227,11 +228,11 @@ cldfbench lexibank-analysed.correlations
| Feature | WALS/LexiCore | WALS/PHOIBLE | LexiCore/PHOIBLE | N |
|:----------|:----------------|:---------------|:-------------------|----:|
-| 1A | 0.67 / 0.00 | 0.92 / 0.00 | 0.70 / 0.00 | 265 |
-| 2A | 0.54 / 0.00 | 0.68 / 0.00 | 0.71 / 0.00 | 267 |
-| 3A | 0.55 / 0.00 | 0.76 / 0.00 | 0.67 / 0.00 | 267 |
-| 4A | 0.5 / 0.00 | 0.67 / 0.00 | 0.53 / 0.00 | 267 |
-| 5A | 0.36 / 0.00 | 0.55 / 0.00 | 0.58 / 0.00 | 267 |
+| 1A | 0.67 / 0.0 | 0.92 / 0.0 | 0.70 / 0.0 | 265 |
+| 2A | 0.54 / 0.0 | 0.68 / 0.0 | 0.71 / 0.0 | 267 |
+| 3A | 0.55 / 0.0 | 0.76 / 0.0 | 0.67 / 0.0 | 267 |
+| 4A | 0.50 / 0.0 | 0.67 / 0.0 | 0.53 / 0.0 | 267 |
+| 5A | 0.36 / 0.0 | 0.55 / 0.0 | 0.58 / 0.0 | 267 |
## 4 Data visualization
@@ -243,7 +244,7 @@ Let's first look at the distribution of languages in LexiCore and ClicsCore on a
cldfbench cldfviz.map cldf/phonology-metadata.json --language-properties="LexiCore,ClicsCore,CogCore" --language-properties-colormaps='{"1":"#fde725"},{"1":"#21918c", "0":"#f8f8ff"},{"1":"#440154", "0":"#f8f8ff"}' --markersize 15 --pacific-centered
```
-
+
We can also plot the number of forms and concepts in the different languages:
@@ -251,17 +252,17 @@ We can also plot the number of forms and concepts in the different languages:
cldfbench cldfviz.map cldf/phonology-metadata.json --language-properties="Forms,Concepts" --language-properties-colormaps="plasma,viridis" --markersize 15 --pacific-centered
```
-
+
-We can plot continuous variables on a map, e.g. `ConsonantQualitySize`:
+We can plot continuous variables on a map, e.g. `CVQualityRatio`:
```shell
-cldfbench cldfviz.map cldf/phonology-metadata.json --parameters ConsonantQualitySize --colormaps plasma --pacific-centered
+cldfbench cldfviz.map cldf/phonology-metadata.json --parameters CVQualityRatio --language-filters '{"Name":"^(?!Adyghe|Yorno So|Togo Kan|Karata$).*$", "Glottocode": "^(?!kajt1238)"}' --colormaps plasma --pacific-centered
```
A screenshot of the resulting [leaflet map](https://leafletjs.com/) is shown below. (To plot printable maps, install `cldfviz` with `cartopy` support and choose a different output format using the `--format` option.)
-
+
Map plots for categorical variables like `VelarNasal` are supported as well. This feature is equivalent to [feature 9A from WALS](https://wals.info/feature/9A).
@@ -281,7 +282,7 @@ and plot it on a map:
cldfbench cldfviz.map cldf/phonology-metadata.json --parameters VelarNasal --colormaps tol --pacific-centered
```
-
+
As a final type of feature, consider `SkinInBark`. This feature is a so-called partial colexification, which means that the word expressing "skin" recurs in part in the word expressing "bark" in the language variety in question, while not being identical with it. This feature has two major values, `true` and `false`, and -- as a third case -- `None`, when data are missing (there is no word for "skin" or for "bark" in our data). We can plot the feature in the same way in which we plotted the data before
@@ -289,14 +290,14 @@ As a final type of feature, consider `SkinInBark`. This feature is a so-called p
cldfbench cldfviz.map cldf/lexicon-metadata.json --parameters SkinInBark --pacific-centered
```
-
+
You can also plot two features at the same time onto a map. In order to do so, just select those features which you think are useful to be inspected synchronously, and type:
```shell
-cldfbench cldfviz.map cldf/lexicon-metadata.json --parameters ArmAndHand,LegAndFoot --pacific-centered --base-layer OpenStreetMap --markersize 15
+cldfbench cldfviz.map cldf/lexicon-metadata.json --parameters ArmAndHand,LegAndFoot --pacific-centered --markersize 15
```
The resulting plot offers a new account on the data by combining feature information for two features.
-
+