# Stimmen Fryslan

## Notebooks

### Extract Frysian dialect regions

[notebook](notebooks/Dialect%20Regions%20from%20image.ipynb)

Get polygons of dialect regions as mapped in this image

![dialect regions](data/dialects.png)

using image processing.


Results

 * [data/frysian_dialect_regions.geojson](data/frysian_dialect_regions.geojson)

### Group recordings to Frysian dialect regions

[notebook](notebooks/Group%20recordings%20in%204%20Frysian%20dialect%20regions.ipynb)

Create spreadsheets with the recordings assigned to dialect regions.

Results

 * [data/picture_game_recordings_by_dialect.csv](data/picture_game_recordings_by_dialect.csv)
 * [data/picture_game_recordings_by_dialect.csv](data/picture_game_recordings_by_dialect.xlsx)
 * [data/free_speech_recordings_by_dialect.xlsx](data/free_speech_recordings_by_dialect.csv)
 * [data/free_speech_recordings_by_dialect.xlsx](data/free_speech_recordings_by_dialect.xlsx)

### Segment Friesland (and Groningen) in Gemeentes and Wijken

[notebook](notebooks/Segment%20Provinces%20in%20Wijken%20and%20Gemeentes.ipynb)

Some of the wijken are merges, for example part of Leeuwarden, to avoid that the segementation gets too fine
grained.

[notebook](notebooks/Show%20Province%20Segmentations.ipynb)

Visualized maps of the segmentations.

Results:

 * data/Friesland_gemeentes.geojson
 * data/Friesland_gemeentes.kml
 * data/Friesland_wijken.geojson
 * data/Friesland_wijken.kml
 * data/Groningen_gemeentes.geojson
 * data/Groningen_gemeentes.kml
 * data/Groningen_wijken.geojson
 * data/Groningen_wijken.kml

### Posterior probabilities and Likelyhoods for origin based on word pronunciation

[notebook](notebooks/Posterior%20probabilities%20and%20Likelyhoods%20for%20origin%20based%20on%20word%20pronunciation.ipynb)

Tables with the posterior probabilities and likelihoods of *being from a region* based on the *stated pronunciation of one specific word*.

### Gabmap tab seperated files

[notebook](notebooks/Gabmap%20Pronunciation%20Tables.ipynb)

Create tab separated files to be used by gapmap, based on the geojson regions as created by

`Segment Provinces in Wijken and Gemeentes.ipynb`

This is a simple example for the created gabmap files.

[notebook](notebooks/Gabmap%20Pronunciation%20Tables%2C%20Simple%20Example.ipynb)

 * [centroids](data/Centroids_example.gabmap.tsv)
 * [geojson](data/Gabmap_example.geojson)
 * [percentages](data/Pronunciation_percentages_example.gabmap.tsv)
 * [pronunciation](data/Pronunciations_example.gabmap.tsv)

### Bar Maps per word for Pronounciation Occurence in Frysian Municipalities

For each word, a map illustrates the pronunciation occurrence as measured by the prediction quiz, per Frysian
municipality.

[notebook](notebooks/Bar%20Maps%20per%20word%20for%20Pronounciation%20Occurence%20in%20Frysian%20Municipalities.ipynb)