Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
intent-classification
Languages:
English
Size:
1K - 10K
License:
Dataset Viewer
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
|
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: 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 userwants_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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