Datasets:

hitty28
/

branch-switch-v3

statement stringlengths 2 116	wants_branch_switch bool 2 classes	__index_level_0__ int64 0 7.14k
['Which leg has the best heart specialist?']	false	1,799
What's the consultation fee?	false	2,166
['Do you get doctors for elderly attention?']	false	1,916
['I care facility at Calcutta branch.']	true	5,875
Can you book me at a different branch?	true	3,642
['Iodin ’ ve moved to Kharadi. Can Unity go on treatment there?']	true	4,083
Do you have ENT at this location?	false	5,094
['Impress to Viman Nagar, want branch change']	true	2,867
['Tin you help maine change outgrowth to Hinjewadi?']	true	2,600
['Actually, forget that - 1 want the Thane branch']	true	2,392
["Iodine require a ramification that ' s easy to reach"]	true	1,667
['This branch is also far, give me close one']	true	1,148
['Here at this offshoot, coiffure you support pharmacy?']	false	5,675
['I take help understanding my bill']	false	3,268
['Can Ace come magnetic resonance imaging at Chakan?']	true	6,874
Here at this branch, do you support emergency?	false	5,634
['Can Atomic number 53 change to the limb in Kandivali?']	true	849
['Which doctor is useable on weekend?']	false	1,846
Can I switch to the branch where nephrologist works?	true	2,532
['I want to know astir inoculation schedules']	false	3,257
['Change pine tree state to a branch in a better neighborhood']	true	1,691
['Can One switch to whatever arm have Dr. Patel?']	true	2,449
I want to consult at the Wakad branch instead.	true	3,636
['I want upgrade to better outgrowth']	true	1,132
I'd prefer to stay in this branch	false	3,294
['Do you have cardiology section?']	false	226
['Make up the psychometric test outcome sent by SMS?']	false	4,334
['Possibly']	false	445
['1 need a offshoot with zephyr conditioning']	true	1,547
['At this offset, cause you have dermatology?']	false	5,449
['Wakad has x - ray service?']	true	6,728
["I ' one thousand feeling dizzy and light"]	false	2,056
['I prefer the branch with distaff doc']	true	1,199
['I require to move to the branch in Koramangala']	true	1,180
['How far comprise the Kolkata ramification from my place?']	true	5,859
['1 favor a branch with experient surgeons']	true	1,513
['Can Unity do my blood employment here?']	false	5,805
["What ' s the wait metre?"]	false	370
['I choose the Delhi branch ended others.']	true	5,974
['What physician are available in the Delhi offset?']	true	6,110
['Switch to Kondapur']	true	2,960
['One require timing for the Wakad branch.']	true	6,239
I went to Kondapur last time	false	7,037
['At this outgrowth, do you have chemotherapy?']	false	5,481
['What service does the early branch have?']	false	6,555
['Can Single get branch with short waiting sentence?']	true	1,173
['1 need emergency handling']	false	238
['Sack Iodine get surgery do here?']	false	4,865
['Switch to the subdivision with occupational therapy']	true	1,393
["One ' 1000 thinking of requesting transfer to Magarpatta"]	true	2,937
I prefer the Chennai branch over others.	true	6,306
Tell me about your dermatology services.	false	4,152
['Interchange pine tree state to the branch with skin doctor']	true	2,492
['Ace want the branch in Sphere 21']	true	117
['Manage this leg cause emergency services?']	false	4,477
['This Wakad branch courting my need perfectly']	false	3,325
['This arm has X - light beam installation?']	false	5,183
['Shift to the branch that accepts my insurance']	true	559
Hinjewadi IT hub	false	3,618
["Iodin ' d like to transfer to the Vadgaon branch"]	true	2,763
['Atomic number 53 need to move from this branch']	true	1,071
['Be MRI available at this limb?']	false	4,559
['Seat you reschedule my visit to the Baner clinic?']	true	3,892
I'm not satisfied with this branch, switch	true	1,098
['Delay, can I exchange to Dadar branch?']	true	983
['This offshoot be near my workplace']	false	3,448
Okay	false	408
['Answer you take in any other branch with earlier slots?']	true	3,688
['Let pine tree state deepen to the Mahim branch instead']	true	1,016
['What are your branch timing?']	false	188
["Iodine ' megabyte used to visiting Chakan branch."]	false	6,599
["Unity ' cholecalciferol rather break down to the Malad branch"]	true	843
['Tail I flip to a branch with petition room?']	true	1,579
['What live your parking brake procedures?']	false	3,123
['Here at this offset, do you support ekg?']	false	5,553
['I want to talk to a dr.']	false	339
['Which doctor of the church own good patient reviews?']	false	1,958
['Can you aid pine tree state find your branch?']	false	946
['Transfer me to Old delhi subdivision please.']	true	5,887
I need branch with different specialization	true	1,140
['I need the ramification that has kidney transplanting']	true	1,349
['Can I follow locomote to the Deccan branch?']	true	2,698
Tell me about your branches	false	606
['What service does this limb supply?']	false	4,915
I want the branch location	false	180
Understood	false	480
['Change to the branch that give birth digital X - irradiation']	true	1,227
['My asthma is perplex worse']	false	2,121
['Rear you explain my test answer?']	false	3,159
["1 ' one thousand touch dizzy and weak"]	false	2,055
['Can I get scanned at Wakad offset?']	true	5,966
['Comprise Dr. Priya uncommitted tomorrow?']	false	3,854
['Hither at this arm, arrange you support cardiology?']	false	5,576
From madhapur	false	7,011
Begumpet Housing Board	false	6,985
How long will the scan take?	false	4,242
['Need physiatrics at Kolkata ramification.']	true	5,924
['At this branch, make out you have cardiology?']	false	5,405
Is wheelchair access available at this branch?	false	4,716
["This sojourn isn ' deoxythymidine monophosphate astir Chakan."]	false	6,435

End of preview. Expand in Data Studio

Branch Switch Classification Dataset (Augmented)

Dataset Description

This dataset contains augmented training data for classifying whether a user's text indicates an intent to switch to a different branch/location in a healthcare/service context.

Dataset Summary

Total Examples: 6835
Training Examples: 5468
Test Examples: 1367
Features: Text statements and binary classification labels
Language: English
Domain: Healthcare/Service branch switching

Data Fields

statement: The input text/query from user
wants_branch_switch: Boolean label (True/False) indicating branch switch intent

Label Distribution

True (wants branch switch): 3095 examples
False (no branch switch): 3740 examples

Use Cases

Intent classification for customer service chatbots
Branch switching detection in healthcare systems
Location preference understanding in service applications

Data Augmentation

This dataset has been augmented using:

Synonym replacement
Keyboard error simulation
Manual location-specific variations
Typo generation for place names

Citation

If you use this dataset, please cite:

@dataset{branch_switch_augmented,
  author = {Sai Rohith},
  title = {Branch Switch Classification Dataset (Augmented)},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/hitty28/branch-switch-v3}
}

Licensing

This dataset is released under Apache 2.0 License.

Downloads last month: 9

Size of downloaded dataset files:

218 kB

Size of the auto-converted Parquet files:

218 kB

Number of rows:

6,835