Datasets:

hitty28
/

branch-switch-v5

statement string	label int64	__index_level_0__ int64
is mri usable at chakan?	1	1,966
let me go with the goregaon branch instead	1	406
let ’ s move to your gist at sinhagad route.	1	1,823
let me think again - i'll go to ahmedabad branch	1	395
change to the ramification where dr. sharma practices	1	1,490
not considering branch switch currently.	0	1,105
can i switch from this branch to another?	1	171
let’s try the pune branch this time.	1	1,057
i want to know if this center does vaccinations.	0	953
atomic number 53 desire x - beam at wakad branch.	1	1,959
gachibowli branch services?	1	1,184
i want branch with more experienced doctors	1	192
at this branch, do you have surgery?	0	914
i see	0	78
jadavpur	0	1,354
at this branch, do you have physiotherapy?	0	899
i want a branch with ample parking space	1	284
facilities	0	1,419
does this branch support physiotherapy?	0	735
pune weather is good	0	604
my family lives in kothrud. can i go there instead?	1	662
at this branch, do you have ent?	0	907
my residence is near to the hinjewadi branch. switch there?	1	1,811
buttocks 1 be moved to the deccan branch?	1	1,731
iodin require to go on my intervention from the wakad clinic.	1	1,805
modification to the hospital branch in wakad	1	1,476
i need a branch with valet parking	1	267
can single get arm with shorter waiting time?	1	1,567
let me think once again - i ' ll move to ahmedabad ramification	1	1,677
i have burn injury	0	352
can i interchange to a branch with entreaty way?	1	1,635
one think the malad branch would be to a greater extent worthy	1	1,686
what doctors are available in the mumbai branch?	1	1,033
i want to consult in the pune main branch.	1	661
my fever is high	0	45
my office moved to hinjewadi, switch branch please	1	470
i ' viosterol like to transfer to the chinchwad branch	1	1,728
i’m looking for a dietician appointment.	0	697
is jubilee hills branch there?	1	1,179
switch to the leg that feature rehabilitation nitty gritty	1	1,601
1 want timings for the wakad branch.	1	1,916
wakad is to a greater extent accessible to maine.	1	1,948
how modern is this branch?	0	830
mehdipatnam housing board	0	1,245
1 desire the subdivision in sector 21	1	1,475
i haven’t decided to switch, just stating location.	0	1,111
i want to alternate to pune leg	1	1,456
can i change to a different hospital branch?	1	10
address of bidhannagar - kolkata branch	1	1,403
can you switch me to the bangalore branch?	1	1,041
change branch to kolkata	1	8
i like readiness at bangalore offshoot.	1	1,897
i ’ m not happy with this branch, force out ane test another?	1	1,804
i want the branch where urologist is available	1	419
can you avail maine move to the yerawada branch?	1	1,743
be kondapur usable?	1	2,002
indiranagar	0	1,305
electric switch to the branch that has hematology laboratory	1	1,612
branch address	0	1,426
can i change to kondapur branch?	1	1,270
i need the branch with parking facility	1	26
timing of mathikere branch	1	2,058
i want the branch with immunology department	1	241
here at this branch, do you support chemotherapy?	0	942
i'd like to visit the thane branch today	1	86
what are your branch timings?	0	31
here at this branch, do you support physiotherapy?	0	928
timings of mudiali branch	1	1,407
i want to move to a different branch location	1	434
what are the doctor's visiting hours?	0	309
can i get ecg done here?	0	792
can i speak to the billing counter?	0	703
what's the eye checkup cost?	0	371
mri possible in chakan?	1	1,143
what doctor constitute available in the kolkata outgrowth?	1	1,931
at this branch, do you have dialysis?	0	912
here at this branch, do you support surgery?	0	943
at this branch, do you have ophthalmology?	0	906
branch facilities	0	1,431
can i go to the branch with cardiac cathlab?	1	217
baner is expensive place	0	602
i’ve moved to kharadi. can i continue treatment there?	1	680
do you have dialysis at this location?	0	854
mayhap i should try on the navi mumbai leg	1	1,525
please invalidate my appointee here and displace it to wakad.	1	1,808
what are the consultation fees?	0	36
bachupally housing board	0	1,252
do you operate in kukatpally?	1	1,181
what medicines are available?	0	38
anna nagar - chennai	0	1,378
alteration to a leg with charging points	1	1,638
switch to the branch that has cardiology	1	21
what about the clinic?	0	1,203
can i change to mumbai branch?	1	1
do you have neurology at this location?	0	844
let me change to the mahim branch instead	1	169
i want the branch that ' s nigher to my spot	1	1,574
can unity deepen to the branch with pediatrician?	1	1,694
what timings does this branch follow?	0	825
good morning	0	67

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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: 2025
Training Examples: 1620
Test Examples: 405
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): 1211 examples
False (no branch switch): 814 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-v5}
}

Licensing

This dataset is released under Apache 2.0 License.

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Size of downloaded dataset files:

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Size of the auto-converted Parquet files:

58.8 kB

Number of rows:

2,025