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 |
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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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