Create README.md
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README.md
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## Variable descriptions
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| Variable | Description |
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| :------------------ | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| speech_id | `id` of speech in SWERIK.<br> |
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| protocol_id | `id` of protocol in SWERIK. |
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| speech_number | Speech number within a protocol. |
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| dates | Date(s) from SWERIK for the given protocol the speech was in. |
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| name | Speaker name |
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| person_id | `id` of the [speaker/person in SWERIK]([https://github.com/swerik-project/riksdagen-persons/](https://github.com/swerik-project/riksdagen-persons/)). |
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| speaker_id | Same as `person_id` |
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| riksdagen_id | `id` of the person in Riksdagen's own system (if available). |
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| party | Party membership(s) of the speaker over their career. |
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| district | The district the person represents (if an MOP) |
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| role | Role(s) the speaker has had over their career. |
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| gender | Gender. |
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| start_segment | Start time of the speech within the media file (filename can be found in `audio_file` variable). Obtained by running speaker diarization on top of fuzzy string matching in order to refine existing timestamps from fuzzy string matching (the values in `start_text_time`). This is generally the most accurate estimate of when the speech was given. |
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| end_segment | End time of the speech within the media file (according to diarization method). |
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| duration_segment | Duration of speech (diarization method). |
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| text | Original protocol transcript of speech from SWERIK. |
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| text_normalized | Normalized version of original protocol in a format suitable for string matching with wav2vec2 speech to text output (i.e. lowercase, only alphanumerics, convert numbers to spelled out letters, no punctuation). |
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| transcription_w2v | The automatically transcribed text in the region between `start_segment` and `end_segment`. |
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| start_text_time | Estimated start time of speech with fuzzy string matching (generally less accurate than `start_segment`) |
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| end_text_time | Estimated end time of speech with fuzzy string matching. |
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| born | Birth date of speaker. |
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| dead | Death date of speaker. |
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| bleu_score | BLEU score between `text_normalized` and `transcription_w2v` as an indication of the overlap. |
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| overall_score | Complicated score for fuzzy string matching that needs to be explained in a paper. |
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| nr_speech_segments | How many different speakers were identified by diarization within the duration of the speech (often but not always false negatives) |
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| start_segment_same | Is the `start_segment` of this speech a duplicate of some other speech's estimated `start_segment`? About ~150 speeches have the same identified start time. Generally either one of the two is correct, or there was a failure case of diarization that created too broad a speech duration that covered parts of two speeches.<br> |
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| audio_file | File name of the media file in Riksdagen's media archive. |
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