Datasets:

m7jji
/

doha-metro-multilingual

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
text: string
from: string
to: string
lang: string
note: string
kind: string
to
{'text': Value('string'), 'from': Value('string'), 'to': Value('string'), 'lang': Value('string'), 'kind': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1835, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              text: string
              from: string
              to: string
              lang: string
              note: string
              kind: string
              to
              {'text': Value('string'), 'from': Value('string'), 'to': Value('string'), 'lang': Value('string'), 'kind': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1379, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

text string	from string	to string	lang string	kind string
كيف أصل من قصر ابيض إلى جامع الدوله؟	white_palace	state_grand_mosque	ar	from_to
hmc के लिए मेट्रो कैसे पकड़ें?	null	hamad_general_hospital	hi	to
ഞാൻ ഇപ്പോൾ അൽ ദോഹ അൽ ജദീദ ആണ് Doha Oasis പോകണം	al_doha_al_jadeda	doha_oasis	ml	from_to
اچھا میں کورنیش سٹیشن کے پاس ہوں قطر سینٹرل بینک کیسے جاؤں	corniche	qatar_central_bank	ur	from_to
عطني الطريق لين حديقه متحف الفن الاسلامي بسرعة	null	mia_park	ar	to
ابي اروح bin mahmood لا لا لوسيل	null	lusail	ar	correction
Paano pumunta mula national museum metro station papuntang musherib?	national_museum	msheireb	tl	from_to
আচ্ছা al doha al jadeda থেকে bin mahmood স্টেশন কিভাবে যাব?	al_doha_al_jadeda	bin_mahmoud	bn	from_to
excuse me po how to go to al-Matar Al Qadeem po	null	al_matar_al_qadeem	tl	to
ما هو الطريق إلى مترو وكرة	null	al_wakra	ar	to
Nasa villagio po ako ngayon, paano po sa Ras Bu Abboud?	villaggio_mall	ras_bu_abboud	tl	from_to
أنا في مسيله	al_messila	null	ar	from
كيف أصل إلى حديقة المتحف	null	mia_park	ar	to
From Al Rayyan Al Qadeem po papuntang wheete place	al_rayyan_al_qadeem	white_palace	tl	from_to
show me the way to Muscat	null	null	en	unknown
nasa umm ghuwailina ako, papunta ako sa al-sudan	umm_ghuwailina	al_sudan	tl	from_to
Paano po makarating sa Al Aziziyah?	null	al_aziziyah	tl	to
अभी मैं bin mahmoud पर हूँ, The White Palace कैसे पहुँचूँ? प्लीज़	bin_mahmoud	white_palace	hi	from_to
Gusto kong pumunta sa interior ministry	null	ministry_of_interior	tl	to
nasa hamad international airport terminal 1 metro station ako, papunta ako sa al riffa mall of qatar	hia_t1	al_riffa	tl	from_to
Andito po ako sa dee ee see see salamat	decc	null	tl	from
Quel métro prendre pour rasbufontas ?	null	ras_bu_fontas	fr	to
票多少钱？谢谢	null	null	zh	none
Comment aller de la station Hamad Hospital à Doh aGolf Club ?	hamad_hospital	doha_golf_club	fr	from_to
mathaf: arab museum of modern art কিভাবে যাব?	null	mathaf	bn	to
麻烦我迷路了，我在DECC	decc	null	zh	from
انا في الوكرة ابغى اروح لوسيل	al_wakra	lusail	ar	from_to
Anong pinakamalapit na station sa qtel tower	null	ooredoo_tower	tl	to
ഉമ്മ് ഗ്വൈലിനലേക്ക് എങ്ങനെ പോകാം? നന്ദി	null	umm_ghuwailina	ml	to
ودني من Al Wakra إلى عقبة	al_wakra	oqba_ibn_nafie	ar	from_to
اممم عطني الطريق لين مترو الخليج الغربي قطر للطاقة	null	west_bay	ar	to
abdulla bin zaid al mahmoud islamic cultural center (fanar) जाने के लिए कहाँ उतरना है	null	fanar_islamic_center	hi	to
मुझे sad जाना है नहीं नहीं नेशनल लाइब्रेरी भैया	null	qnl_building	hi	correction
പിന്നെ ഹമദ് ഇന്റർനാഷണൽ എയർപോർട്ട് ടെർമിനൽ 1 അടുത്തുള്ള സ്റ്റേഷൻ ഏതാണ്?	null	hia_t1	ml	to
Как доехать от Al Bidda до el wakrah?	al_bidda	al_wakra	ru	from_to
hello po Pa-ras bu abboud po	null	ras_bu_abboud	tl	to
enikku polo doha pokanam	null	philippine_labor_office	ml	to
দাদা আমি el rayyan al qadim এ আছি Corniche স্টেশন যেতে চাই	al_rayyan_al_qadeem	corniche	bn	from_to
ate galing ako sa rayan, pupunta ako sa qatar national library metro station	al_rayyan_al_qadeem	qatar_national_library	tl	from_to
دلني على طريق محطة مترو المتحف الوطني	null	national_museum	ar	to
मुझे कॉर्निश मेट्रो से el bidda station जाना है	corniche	al_bidda	hi	from_to
je suis actuellement à la station al doha al jadeda comment rejoindre la station souq wqif	al_doha_al_jadeda	souq_waqif	fr	from_to
ras bu fontas जाने के लिए कहाँ उतरना है धन्यवाद	null	ras_bu_fontas	hi	to
ഒന്ന് ഞാൻ ഇപ്പോൾ നാഷനൽ മ്യൂസിയം ആണ്, റാസ് ബു അബൂദ് മെട്രോ സ്റ്റേഷൻ പോകണം	national_museum	ras_bu_abboud	ml	from_to
اولڈ ریان کہاں ہے؟	null	al_rayyan_al_qadeem	ur	to
আমি um gwailina এ আছি, Al Waab যেতে চাই	umm_ghuwailina	al_waab	bn	from_to
क़तर राष्ट्रीय पुस्तकालय से न्यू दोहा तक कौन सी मेट्रो जाती है?	qatar_national_library	al_doha_al_jadeda	hi	from_to
हमें flga square जाना है	null	flag_plaza	hi	to
paano ako makakapunta sa jassim bin hamad stadium	null	jassim_bin_hamad_stadium	tl	to
Как доехать до станция national library?	null	qatar_national_library	ru	to
main लुसैल pe hoon लगूना मॉल jana hai	lusail	lagoona_mall	hi	from_to
我在乌姆古维利纳站要去卡塔拉海滩	umm_ghuwailina	katara_beach	zh	from_to
حمد ایکواٹک سینٹر جانا ہے، کون سی میٹرو لوں؟	null	hamad_aquatic_centre	ur	to
أرغب في الذهاب إلى mansura الحين	null	al_mansoura	ar	to
मैं Corniche स्टेशन के पास हूँ दोहा क्लिनिक हॉस्पिटल जाना है	corniche	doha_clinic_hospital	hi	from_to
i'm near umm ghuwailina need to go to msheireb downtown doha	umm_ghuwailina	msheireb_downtown	en	from_to
وزارتِ تعلیم و اعلیٰ تعلیم کے قریب کون سا اسٹیشن ہے؟	null	ministry_of_education	ur	to
我现在在梅西拉想去老市场站	al_messila	souq_waqif	zh	from_to
does this machine print	null	null	en	none
ممكن عطني الطريق لين دوحه الجديده	null	al_doha_al_jadeda	ar	to
السلام علیکم، decc سے ہائی اڈہ کا راستہ بتائیں	decc	hamad_international_airport	ur	from_to
嗯去教育城体育场	null	education_city_stadium	zh	to
nous sommes à joaan on va à la station souk wakif	joaan	souq_waqif	fr	from_to
अभी मैं अल मेसिला पर हूँ ग्रैंड मस्जिद कैसे पहुँचूँ	al_messila	state_grand_mosque	hi	from_to
quelle est la station la plus proche de attestation office ?	null	ministry_of_foreign_affairs	fr	to
मैं अल अज़ीज़िया पर हूँ, मुझे west bay qatarenergy जाना है भैया	al_aziziyah	west_bay	hi	from_to
Papunta kami sa el sadd	null	al_sadd	tl	to
pardon, Je suis à la station airport, je veux aller à hamad medical corpoation	hia_t1	hamad_general_hospital	fr	from_to
route from the al bidda station to el rayan metro station	al_bidda	al_rayyan_al_qadeem	en	from_to
انا واقف عند لوسيل كيو ان بي ابي اروح وزاره التربيه والتعليم والتعليم العالي	lusail	ministry_of_education	ar	from_to
أنا واقف عند لوسيل أبي أروح محطه كتارا	lusail	katara	ar	from_to
Nandito ako sa edu city, paano pumunta sa Ras Bu Abboud station?	education_city	ras_bu_abboud	tl	from_to
kuya, paano pumunta ng ooredoo tower?	null	ooredoo_tower	tl	to
كيف اروح من ريان الى بحر كتارا؟	al_rayyan_al_qadeem	katara_beach	ar	from_to
انا موجود في محطة الريان القديم واريد الذهاب الى لقطيفية	al_rayyan_al_qadeem	legtaifiya	ar	from_to
ചേട്ടാ jo'aan സ്റ്റേഷൻ എങ്ങനെ പോകും	null	joaan	ml	to
Gusto kong pumunta sa Khalifa International Tennis and Squash Complex salamat	null	khalifa_tennis_complex	tl	to
um gwailina സ്റ്റേഷൻ എത്താൻ ഏത് ലൈൻ	null	umm_ghuwailina	ml	to
يعني ارغب في الذهاب الى برج اسباير (الشعلة)	null	aspire_tower	ar	to
excuse me going to abu dhabi i'm at al shaqab station right now	al_shaqab	null	en	unknown
الحين أبي أروح مطار حمد الدولي مبنى 1	null	hia_t1	ar	to
你好我在奥克巴站怎么去el masila	oqba_ibn_nafie	al_messila	zh	from_to
Trajet de Al Sudan jusqu'à Doha Exhibition and Convention Center	al_sudan	decc_venue	fr	from_to
De Umm Ghuwailina à Zone franche	umm_ghuwailina	free_zone	fr	from_to
gusto kong pumunta sa indian embassy	null	embassy_of_india	tl	to
Je veux aller au beach at katara	null	katara_beach	fr	to
Papunta kami sa legtafiya	null	legtaifiya	tl	to
pupunta ako sa fire station artist in residence	null	fire_station_doha	tl	to
from Mssheireb to Al Matar Al Qadeem	msheireb	al_matar_al_qadeem	en	from_to
去弗吉尼亚联邦大学卡塔尔艺术学院在哪站下车	null	vcu_qatar	zh	to
hello I'm in Aspire Dome going to qatar uneeversity	aspire_dome	qatar_university_campus	en	from_to
أبي أروح القاهرة	null	null	ar	unknown
ഒന്ന് മുശൈരിബ് ൽ നിന്ന് The Pearl-Qatar (Porto Arabia) ലേക്ക് ഏത് ലൈൻ?	msheireb	the_pearl_porto_arabia	ml	from_to
എനിക്ക് bidda station പോകണം, ഞാൻ അൽ-സൂദാൻ ൽ ആണ്	al_sudan	al_bidda	ml	from_to
how to go the ras bo abboud station	null	ras_bu_abboud	en	to
need to go to el doha al jadida now	null	al_doha_al_jadeda	en	to
भैया, हार्ट हॉस्पिटल कैसे जाना है?	null	heart_hospital	hi	to
وی سی یو آرٹس قطر کیسے جاؤں	null	vcu_qatar	ur	to
أنا في فريج بن محمود وأبي أروح محطة مترو katar national library	bin_mahmoud	qatar_national_library	ar	from_to
أريد الذهاب إلى فريج السودان	null	al_sudan	ar	to

End of preview.

Doha Metro: multilingual network, landmarks and intent data

Used by MetroVoice (QAI × Hugging Face hackathon): speak in any language and get Doha Metro directions printed.

`network/`: the verified metro graph

stations.json: 37 stations, with the official English + Arabic sign names, coordinates, lines, entrances, and reading-aid names in hi/ur/ml/tl/fr/zh.
lines.json: Red (18 stations, two southern branches), Gold (11), Green (11), as ordered branches.
landmarks.json: 94 places (souqs, malls, museums, hospitals, universities, stadiums…), each with its nearest station(s) and an approximate walk distance.
aliases.json: about 3.2k spoken variants, transliterations and misspellings across 8 languages.
overrides.json, build_report.json: every manual correction and the verification report.

Verification: station list, names and entrances were checked against Qatar Rail's public GIS service. Stop order comes from the OpenStreetMap route relations and matches the published line tables. Interchanges: Msheireb (Red/Gold/Green) and Al Bidda (Red/Green).

`intent/`: training data for `m7jji/metrovoice-intent-0.5b`

Template-generated multilingual requests (Arabic MSA + Gulf, English, Hindi, Urdu, Malayalam, Tagalog, French, Chinese + a few others). They include ASR-style noise and code-switching, each labelled {"from", "to", "lang"}.
test_handwritten.jsonl: hand-written, realistic held-out queries.

Limitations

Translations/transliterations for hi/ur/ml/tl/fr/zh were drafted by hand and reviewed. Native-speaker review is welcome.
Travel times are not in the data. MetroVoice estimates them.

Downloads last month: 63

Total file size:

2.89 MB

Models trained or fine-tuned on m7jji/doha-metro-multilingual

m7jji/metrovoice-intent-0.5b

Text Generation • 0.5B • Updated 3 days ago • 253

Datasets:

m7jji
/

doha-metro-multilingual

Doha Metro: multilingual network, landmarks and intent data

Contents

`network/`: the verified metro graph

`intent/`: training data for `m7jji/metrovoice-intent-0.5b`

Limitations

Models trained or fine-tuned on m7jji/doha-metro-multilingual

m7jji/metrovoice-intent-0.5b

Space using m7jji/doha-metro-multilingual 1

Doha Metro: multilingual network, landmarks and intent data

Contents

network/: the verified metro graph

intent/: training data for m7jji/metrovoice-intent-0.5b

Limitations

Models trained or fine-tuned on m7jji/doha-metro-multilingual

Space using m7jji/doha-metro-multilingual 1

`network/`: the verified metro graph

`intent/`: training data for `m7jji/metrovoice-intent-0.5b`