6.3 KiB
Stimmen Fryslan
Reproducibiliy results [paper xyz]
These notebooks allow for the reroducabiluty, they require access to the stimmen mysql database. One needs to request to this database.
General statistics
Statistics for Nanna's email of 2019-02-13
Calculates statistics of the stimmen app usage.
Regions
Partition provinces in wijken and gemeentes
Partitions Fryslan, the Dutch province, with repesct to two granularities, as defined by the CBS 'wijken' and 'gemeentes' of 2017. These partitionings are used in all maps created with the other notebooks.
Heatmaps
[Frysian pronunciation occurrence](notebooks/Frysian pronunciation occurrence.ipynb)
Creates all heatmaps illustrating the distribution of one pronunciation relative to all other pronunciations of that word.
Result example:
Several pronunciation heatmaps maps for the word zaterdag, respectively across both rows for gemeentes and wijken granularities.
| snjoun | sa:tədex | sɑ:təɾjə | snɪwn |
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Distribution maps
Creates maps for both granularities, each illustrating the pronunciation distribution of one word.
[Frysian pronunciation distribution maps](notebooks/Frysian pronunciation distribution maps.ipynb)
Result example:
Several pronunciation distribution maps for different words, respectively across both rows for gemeentes and wijken granularities.
| zaterdag | vis | geel | oog |
|---|---|---|---|
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Notebooks
Extract Frysian dialect regions
Get polygons of dialect regions as mapped in this image
using image processing.
Results
Group recordings to Frysian dialect regions
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/free_speech_recordings_by_dialect.xlsx
- data/free_speech_recordings_by_dialect.xlsx
Segment Friesland (and Groningen) in Gemeentes and Wijken
Some of the wijken are merges, for example part of Leeuwarden, to avoid that the segementation gets too fine grained.
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
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
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.
Bar Maps per word for Pronunciation Occurrence in Frysian Municipalities
For each word, a map illustrates the pronunciation occurrence as measured by the prediction quiz, per Frysian municipality.
Heatmap per word for Pronunciation Occurrence in Frysian Municipalities
Each map displays the pronounciation occurence in Frysian municipalities for one word. Each pronunciation is represented by one map layer, and for one municipality layer the percentages for each pronunciation add up to 100% + rounding errors.
Heatmap per word for Pronunciation Occurrence in Frysian Neighborhoods
Same as for Municipalities, but for Neighborhoods.