Datasets:

hitty28
/

branch-switch-v4

statement stringlengths 2 106	wants_branch_switch bool 2 classes	__index_level_0__ int64 0 7.18k
How to reach your hospital?	false	348
['Indigence cristal - ray service at Wakad leg.']	true	6,771
["Iodin ' viosterol like to change to the Dhanori branch"]	true	2,714
["Tail I assay the branch that ' s not so crowd?"]	true	1,474
['Can I aim branch with scant wait time?']	true	1,174
['Equal psychological medicine usable at this branch?']	false	4,653
['Unity want the branch with endocrinologist']	true	2,543
Hello, I'm here for my appointment	false	3,018
['Hold me at Wakad branch alternatively.']	true	6,353
Do you have dialysis at this location?	false	5,124
['1 want a leg with more senior doctors']	true	1,529
Basavanagudi	false	7,063
['1 opt the Hadapsar branch. Can you reposition my reservation?']	true	3,899
['Please go me to the Kesnand arm']	true	2,787
['Here at this arm, exercise you support maternalism?']	false	5,665
["What ' s the interview fee for specialist?"]	false	1,831
What's the waiting time to see doctor?	false	1,878
['One ’ m checking if MRI is at Chakan.']	true	6,865
['Toilet you tell pine tree state medicate prices?']	false	2,210
Do you offer post-surgery support?	false	4,356
["I ' d similar to transfer to the Chinchwad offset"]	true	2,680
['Permit ’ s try the Bangalore branch this time.']	true	5,885
['I want the branch where urologist cost available']	true	2,519
['I need assistance with insurance policy claims']	false	3,179
['Iodin ’ ve moved to Kharadi. Can Unity go on treatment there?']	true	4,083
["Can 1 get under one's skin scanned at Mumbai limb?"]	true	6,157
['This branch is also far, give me close one']	true	1,148
['Atomic number 53 favor the Old delhi branch over others.']	true	6,266
['This Kondapur branch be convenient for me']	false	3,301
['This branch faculty get laid my medical history']	false	3,459
["What ' southward get over nether insurance?"]	false	2,325
['Can Atomic number 53 change to the limb in Kandivali?']	true	849
['Single ingest breathing difficulty']	false	2,008
['I need the branch that let haematologist']	true	2,558
['I involve information astir habitation care services']	false	3,290
Switch me to a branch with emergency services	true	1,770
['Iodin need the leg where gynecologist is available']	true	2,471
['This arm is too far. 1 want a nearby unity.']	true	4,029
['I want upgrade to better outgrowth']	true	1,132
Results	false	3,576
['Do you have cardiology section?']	false	226
Kalyan-Dombivli	false	7,077
['Possibly']	false	445
['Iodine prefer a branch with cafeteria']	true	1,574
['At this branch, do you accept dialysis?']	false	5,477
['Ex - shaft available in Wakad?']	true	6,766
['How far is the Bangalore branch from my place?']	true	6,185
['I prefer the branch with distaff doc']	true	1,199
['I require to move to the branch in Koramangala']	true	1,180
['Both arm follow equidistant for me.']	false	6,665
['Change me to a limb with innovative equipment']	true	1,540
['What service does the Wakad branch fling?']	true	5,836
["What ' s the wait metre?"]	false	370
['Do this branch treat dental procedures?']	false	5,764
['This arm have neurology department?']	false	5,241
['Coiffure this arm handle dental procedures?']	false	5,761
['You recognize what, the Powai outgrowth might work better']	true	2,410
['Bathroom someone check my profligate pressure?']	false	1,990
['Get along you have orthopedic at this location?']	false	5,063
['Dress you hold ECG at this localization?']	false	5,030
['Can Single get branch with short waiting sentence?']	true	1,173
['1 need emergency handling']	false	238
['Do you let ENT at this localisation?']	false	5,095
['Switch to the subdivision with occupational therapy']	true	1,393
['My kinfolk lives in Kothrud. Give the sack I go there instead?']	true	3,974
['Can Iodin get blood test done hither?']	false	4,763
['How far is the Bangalore subdivision from my seat?']	true	6,183
['Can Ace get scanned at Old delhi branch?']	true	6,035
['Ace want the branch in Sphere 21']	true	117
Will the doctor be on time?	false	4,362
['Iodine want to give feedback astir the staff']	false	3,191
["Exchange me to a limb near my kyd ' s school"]	true	1,653
['Is this ramification NABH demonstrate?']	false	5,810
['Shift to the branch that accepts my insurance']	true	559
['Be the doctor useable at any other branch?']	true	3,656
['Lavatory I talk to the billing section?']	false	3,831
['Do you have ambulance at this location?']	false	5,170
['Atomic number 53 need to move from this branch']	true	1,071
Is pathology lab available at this branch?	false	4,584
['What quickness be available at this ramification?']	false	4,910
I'm not satisfied with this branch, switch	true	1,098
['Delay, can I exchange to Dadar branch?']	true	983
['Cheerio']	false	3,507
Okay	false	408
["I ' vitamin d like to alternate to the Aundh branch"]	true	2,642
['Let pine tree state deepen to the Mahim branch instead']	true	1,016
['What are your branch timing?']	false	188
Wakad is close but Chakan is routine.	false	6,636
["Unity ' cholecalciferol rather break down to the Malad branch"]	true	843
['At this branch, perform you have ophthalmology?']	false	5,438
Can you recommend a good doctor?	false	3,216
['Can I go to a leg with covered parking?']	true	1,612
['I want to talk to a dr.']	false	339
['Circular']	false	3,561
['Can you aid pine tree state find your branch?']	false	946
['Fanny you reschedule pine tree state to the Kalyani Nagar branch?']	true	3,988
I need branch with different specialization	true	1,140
['I need the ramification that has kidney transplanting']	true	1,349
['Can you gift maine discount?']	false	2,283
Tell me about your branches	false	606

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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: 6877
Training Examples: 5501
Test Examples: 1376
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): 3117 examples
False (no branch switch): 3760 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-v4}
}

Licensing

This dataset is released under Apache 2.0 License.

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Size of downloaded dataset files:

219 kB

Size of the auto-converted Parquet files:

219 kB

Number of rows:

6,877