Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
intent-classification
Languages:
English
Size:
1K - 10K
License:
Dataset Viewer
statement
string | label
int64 | __index_level_0__
int64 |
|---|---|---|
Can you provide interview skills training?
| 0
| 430
|
Can you provide CPAP support?
| 0
| 799
|
timing of koramangala branch
| 1
| 3,879
|
I need medical expert witness
| 0
| 263
|
kondapur branch is close to my home
| 0
| 2,388
|
x - ray testing potential at wakad branch?
| 1
| 3,780
|
check availability in ahmedabad branch.
| 1
| 2,819
|
do you have ecg at this location?
| 0
| 2,657
|
i want to book an appointment.
| 0
| 2,446
|
Can I change to Shamshabad location?
| 1
| 18
|
this branch has pathology facility?
| 0
| 2,688
|
My monitoring system needs setup
| 0
| 1,146
|
what astir madhapur?
| 1
| 3,797
|
i need timings for the wakad branch.
| 1
| 2,857
|
My body composition needs evaluation
| 0
| 483
|
jayanagar bengaluru
| 0
| 3,121
|
move to baner ramification
| 1
| 3,596
|
Can you provide impact planning?
| 0
| 1,213
|
fine
| 0
| 1,890
|
do all branches have the same doctors?
| 0
| 1,927
|
My this territory needs celebrating
| 0
| 1,656
|
I need this change celebration
| 0
| 1,619
|
i want the branch with 24 hour emergency
| 1
| 1,908
|
My coping skills need development
| 0
| 405
|
Can you provide community mobility assessment?
| 0
| 298
|
Can you provide simplification training?
| 0
| 1,351
|
I need financial planning assistance
| 0
| 869
|
Can you provide device optimization?
| 0
| 772
|
i have food poisoning symptoms
| 0
| 2,163
|
mudiali - kolkata
| 0
| 3,162
|
Can you provide Medicare guidance?
| 0
| 877
|
need x - ray serving at wakad outgrowth.
| 1
| 3,782
|
I need digital health solutions
| 0
| 215
|
i'm not sure, but maybe i should switch branches
| 1
| 2,306
|
Can you provide budgeting app recommendations?
| 0
| 922
|
which branch accepts walk-ins?
| 0
| 1,928
|
i don't want to change branch locations
| 0
| 2,372
|
I need medication management
| 0
| 395
|
i might need to move to hinjewadi offset
| 1
| 3,586
|
I need sports injury treatment
| 0
| 176
|
I need blog writing assistance
| 0
| 1,010
|
my child has high fever
| 0
| 2,148
|
can ane change to bombay branch?
| 1
| 3,275
|
one ' d alike to move to hitech city
| 1
| 3,848
|
Can you provide moment acknowledgment?
| 0
| 1,489
|
Can you provide this participation celebration?
| 0
| 1,705
|
My understanding needs completion
| 0
| 1,461
|
I need low sodium meal planning
| 0
| 587
|
this branch comprise besides crowded, interchange me
| 1
| 3,383
|
My medical information card needs revision
| 0
| 516
|
Can you provide strength training?
| 0
| 1,285
|
My data backup needs planning
| 0
| 765
|
chanda nagar
| 0
| 3,047
|
adyar - chennai
| 0
| 3,194
|
switch to the pediatric speciality branch
| 1
| 3,302
|
Can you provide immunosuppression management?
| 0
| 367
|
I need attention enhancement
| 0
| 1,328
|
My emergency medication needs training
| 0
| 519
|
i want a arm with xxiv / 7 chemist's
| 1
| 3,484
|
Can you provide empowerment training?
| 0
| 1,255
|
My therapeutic use exemption needs application
| 0
| 480
|
My charisma needs enhancement
| 0
| 1,230
|
check availableness in wakad branch.
| 1
| 3,723
|
i need emergency treatment
| 0
| 1,858
|
i ' ll prefer wakad ended the current branch.
| 1
| 3,767
|
what rehabilitation services do you have?
| 0
| 2,356
|
hitech metropolis facilities?
| 1
| 3,829
|
is gynecology available at this branch?
| 0
| 2,588
|
Can you provide guardianship assessment?
| 0
| 313
|
I need this endurance celebration
| 0
| 1,724
|
I need this coming recognition
| 0
| 1,643
|
My intermittent fasting needs guidance
| 0
| 645
|
My happiness needs enhancement
| 0
| 1,410
|
Can you provide cooking instruction?
| 0
| 598
|
is the other one far from here?
| 0
| 2,913
|
does wakad offer symptomatic services?
| 1
| 3,778
|
Can you provide out-of-network options?
| 0
| 241
|
just talking about chakan, not switching.
| 0
| 2,888
|
i need blood test
| 0
| 1,879
|
My supplier relationships need optimization
| 0
| 960
|
let me reconsider and endure to andheri branch
| 1
| 3,355
|
live the gachibowli branch assailable?
| 1
| 3,820
|
I need meal prep assistance
| 0
| 596
|
single need a branch with valet parking
| 1
| 3,457
|
Details about Madhapur?
| 0
| 34
|
My estate planning needs attention
| 0
| 870
|
address of bidhannagar - kolkata branch
| 1
| 3,221
|
address of mathikere - bengaluru branch
| 1
| 3,219
|
what about hitech city?
| 1
| 2,969
|
do you have chemotherapy at this location?
| 0
| 2,674
|
I need inner exploration
| 0
| 1,454
|
i've already been to chakan in the past.
| 0
| 2,895
|
i want to run low to the branch with effective parking
| 1
| 3,315
|
can i get reports?
| 0
| 1,867
|
what about the jaipur limb?
| 1
| 3,810
|
hold me at madras branch alternatively.
| 1
| 3,691
|
is the old delhi subdivision open on weekend?
| 1
| 3,706
|
My volunteer coordination needs help
| 0
| 1,098
|
My health needs prioritization
| 0
| 1,290
|
I want to register as a new patient
| 0
| 119
|
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: 3822
- Training Examples: 3057
- Test Examples: 765
- 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): 1243 examples
- False (no branch switch): 2579 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-v6}
}
Licensing
This dataset is released under Apache 2.0 License.
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