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feat: push custom dataset

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  1. README.md +40 -0
  2. samples_eval.jsonl +0 -0
  3. samples_train.jsonl +0 -0
  4. topics.txt +583 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - feature-extraction
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+ - sentence-similarity
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+ language:
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+ - en
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+ tags:
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+ - sentence-transformers
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+ - feature-extraction
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+ - sentence-similarity
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+ - mteb
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+ - Insurance
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+ - Automotive
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+ - Coverage
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+ - Claims
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+ - Premiums
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+ pretty_name: insurance search for car policies
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+ size_categories:
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+ - n<1K
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+ ---
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+ # jina-embeddings-v2-base-en-06052024-ruwi-webapp Dataset
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+
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+ ## Dataset Description
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+
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+ The dataset "insurance search for car policies" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
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+
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+ ## Associated Model
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+
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+ This dataset was used to train the [**jina-embeddings-v2-base-en-06052024-ruwi-webapp**](https://huggingface.co/fine-tuned/jina-embeddings-v2-base-en-06052024-ruwi-webapp) model.
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+
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+ ## How to Use
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+ To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("fine-tuned/jina-embeddings-v2-base-en-06052024-ruwi-webapp")
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+ print(dataset['test'][0])
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+ ```
samples_eval.jsonl ADDED
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samples_train.jsonl ADDED
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topics.txt ADDED
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+ Accident Forgiveness
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+ Actual Cash Value
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+ Actual Total Loss
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+ Actuarial
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+ Actuary
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+ Additional Insured
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+ Adjustable Rate
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+ Adjuster
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+ Admitted Carrier
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+ Adverse Selection
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+ Agent
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+ Agent of Record
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+ Aggregate Deductible
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+ Aggregate Limit
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+ Aggregate Limit of Liability
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+ Agreed Amount Clause
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+ Agreed Value
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+ Agreed Value Coverage
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+ All Perils Coverage
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+ All-Risk Insurance
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+ All-Risk Policy
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+ Amortization
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+ Amortization Schedule
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+ Amortize
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+ Appraisal
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+ Appraisal Clause
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+ Appraisal Value
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+ Arbitration
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+ Arson
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+ Arson Clause
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+ Assessor
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+ Assigned Risk
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+ Assumption Clause
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+ Assumption of Risk
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+ Auto Insurance
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+ Auto Physical Damage
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+ Auto Policy
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+ Automobile Insurance
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+ Automobile Liability
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+ Automobile Physical Damage
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+ Average Adjuster
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+ Average Annual Loss
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+ Average Clause
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+ Avoidance
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+ Avoidance Strategy
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+ Avoidance of Risk
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+ Backpressure
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+ Backup Camera
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+ Balance Shaft
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+ Ballistic Nylon
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+ Bandwidth
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+ Bankrate
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+ Barrel Carburetor
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+ Battery Management System
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+ Bearing Cap
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+ Belt Tensioner
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+ Benchmarking
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+ Bespoke Design
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+ Biometric Authentication
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+ Bituminous Concrete
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+ Blind Spot Detection
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+ Bluetooth Low Energy
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+ Body Control Module
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+ Bore Diameter
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+ Brake Bias
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+ Brake Caliper
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+ Brake Fade
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+ Brake Horsepower
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+ Brake Pad
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+ Brake Rotor
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+ Brake System
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+ Brake-by-Wire
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+ Brand Equity
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+ Brand Loyalty
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+ Brand Perception
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+ Brand Positioning
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+ Brand Recognition
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+ Brand Reputation
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+ Brand Strategy
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+ Brand Value
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+ Bridgestone
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+ Broadband Internet
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+ Brushless DC Motor
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+ Bumper-to-Bumper Warranty
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+ Business Intelligence
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+ Business Process Automation
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+ Business Process Management
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+ Business Process Reengineering
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+ Business-to-Business
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+ Buyer Persona
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+ Buying Behavior
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+ Byte Order
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+ Bytecode
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+ Camber Angle
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+ Camshaft
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+ Carbide
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+ Carburetor
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+ Catalysis
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+ Catalyst
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic
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+ Catalytic Converter
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyze
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Catalyzer
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+ Chassis
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+ Clutch
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+ Compression Ratio
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+ Crankcase
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+ Crankshaft
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+ Crossover
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+ Cylinder
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+ Deductible
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+ Deductible
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+ Deductible
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+ Deductible
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+ Deductible
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+ Deductible
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+ Depreciation
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+ Depreciation
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+ Depreciation
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+ Depreciation
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+ Depreciation
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+ Depreciation
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+ Driverless
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+ Driverless
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+ Driverless
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+ Driverless
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+ Driverless
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+ Driverless
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+ Eco-friendly
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+ Eco-friendly
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+ Eco-friendly
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+ Eco-friendly
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+ Eco-friendly
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+ Eco-friendly
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+ Emission
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+ Emission
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+ Emission
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+ Emission
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+ Emission
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+ Emission
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+ Endorsement
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+ Endorsement
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+ Endorsement
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+ Endorsement
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+ Endorsement
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+ Endorsement
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+ Excess
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+ Excess
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+ Excess
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+ Excess
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+ Excess
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+ Excess
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+ Exclusion
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+ Exclusion
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+ Exclusion
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+ Exclusion
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+ Exclusion
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+ Exclusion
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+ Facultative Reinsurance
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+ Fair Access to Insurance Requirements
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+ Fault Determination Rules
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+ Financial Responsibility Law
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+ First Notice of Loss
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+ First Party Coverage
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+ Fixed Premium
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+ Fleet Policy
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+ Flexi-Premium Policy
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+ Floating Policy
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+ Flood Insurance
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+ Force Majeure Clause
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+ Forensic Engineering
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+ Franchise Deductible
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+ Fraud Investigation Unit
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+ Free Look Period
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+ Fronting Company
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+ Full Coverage
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+ Full Tort Option
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+ Functional Replacement Cost
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+ Gap Coverage Adjustment
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+ Gap Insurance
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+ Garage Keepers Liability
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+ Garage Location Risk
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+ Garage Policy
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+ General Aggregate Limit
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+ General Liability Insurance
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+ Geographical Coverage Limitation
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+ Glass Coverage
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+ Good Driver Discount
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+ Good Student Discount
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+ Grace Period
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+ Graduated Driver Licensing
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+ Green Card System
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+ Green Insurance
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+ Grid Rating System
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+ Gross Combined Weight Rating
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+ Gross Vehicle Weight Rating
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+ Gross Written Premium
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+ Group Insurance
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+ Group Rating
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+ Guarantee Fund
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+ Guaranteed Asset Protection
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+ Guaranteed Insurability
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+ Guaranteed Replacement Cost
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+ Guaranteed Value Insurance
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+ Guardian Ad Litem
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+ Guest Passenger Liability
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+ Guidewire
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+ Gun Liability Insurance
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+ Hatchback
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+ Headlight
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+ Hybrid
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+ Ignition
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+ Insurance
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+ Insurance Adjuster
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+ Insurance Agent
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+ Insurance Benefits
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+ Insurance Broker
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+ Insurance Claim
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+ Insurance Claim Appeal
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+ Insurance Claim Arbitration
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+ Insurance Claim Compensation
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+ Insurance Claim Denial
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+ Insurance Claim Dispute
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+ Insurance Claim Investigation
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+ Insurance Claim Litigation
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+ Insurance Claim Payout
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+ Insurance Claim Process
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+ Insurance Claim Recovery
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+ Insurance Claim Settlement
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+ Insurance Company
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+ Insurance Coverage
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+ Insurance Coverage Extension
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+ Insurance Coverage Limits
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+ Insurance Coverage Review
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+ Insurance Deductible
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+ Insurance Documentation
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+ Insurance Endorsement
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+ Insurance Exclusions
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+ Insurance Fraud
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+ Insurance Investigation
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+ Insurance Laws
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+ Insurance Liability
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+ Insurance Options
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+ Insurance Plan
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+ Insurance Policy
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+ Insurance Policyholder
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+ Insurance Premium
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+ Insurance Premium Payment
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+ Insurance Provider
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+ Insurance Quote
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+ Insurance Rate
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+ Insurance Regulations
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+ Insurance Renewal
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+ Insurance Risk Assessment
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+ Insurance Settlement
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+ Insurance Terms
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+ Insurance Underwriter
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+ Insurance Verification
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+ Liability Coverage
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+ Liability Limits
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+ License Plate Recognition
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+ Lienholder
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+ Life-Time Warranty
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+ Limit of Indemnity
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+ Line of Business
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+ Lloyd's of London
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+ Loan/Lease Payoff Coverage
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+ Local Agent
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+ Loss
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+ Loss Adjustment Expenses
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+ Loss Payable Clause
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+ Loss Ratio
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+ Loss Reserve
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+ Loss Run
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+ Loss of Use
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+ Low Mileage Discount
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+ Loyalty Discounts
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+ Lump Sum Settlement
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+ Luxury Vehicle Insurance
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+ MVR (Motor Vehicle Report)
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+ Mandatory Arbitration
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+ Mandatory Deductibles
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+ Marine Coverage
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+ Market Share
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+ Market Value
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+ Material Damage
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+ Material Fact
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+ Material Misrepresentation
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+ Mature Driver Discount
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+ Maximum Limit
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+ Mazda
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+ Mechanical Breakdown Insurance
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+ Medical Payments Coverage
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+ Mercedes-Benz
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+ Merit Rating
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+ Mileage Verification
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+ Minimum Premium
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+ Misquote
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+ Model Year
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+ Modified Coverage
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+ Moral Hazard
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+ Motor Insurance Database
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+ Motor Vehicle Record
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+ Motorist Coverage
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+ Multi-Car Discount
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+ Multi-Policy Discount
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+ Mutual Insurance Company
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+ Mutualization
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+ Negligence
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+ Network Security
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+ No-fault Insurance
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+ Non-renewal
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+ Obligation
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+ Occupational Hazard
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+ Odometer
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+ Offer and Acceptance
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+ Offshore Insurance
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+ Open Enrollment
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+ Operating Agreement
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+ Ordinance or Law Coverage
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+ Original Equipment Manufacturer (OEM) Parts
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+ Out-of-Pocket Maximum
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+ Over-insurance
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+ Over-the-Counter (OTC) Market
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+ Overhead Expense Insurance
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+ Owner's Policy
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+ Ownership Clause
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+ Ownership Interest
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+ Oxidation
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+ Ozone Depletion Potential (ODP)
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+ Ozone Layer
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+ Ozone-Depleting Potential (ODP)
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+ Ozone-Depleting Potential (ODP)
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+ Ozone-Depleting Potential (ODP)
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+ Ozone-Depleting Potential (ODP)
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+ Ozone-Depleting Potential (ODP)
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+ Ozone-Depleting Substance (ODS)
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+ Ozone-Depleting Substance (ODS)
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+ Ozone-Depleting Substance (ODS)
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+ Ozone-Depleting Substance (ODS)
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+ Ozone-Depleting Substance (ODS)
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+ Ozone-Depleting Substance (ODS)
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+ Ozone-Friendly Product
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+ Ozone-Friendly Product
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+ Ozone-Friendly Product
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+ Ozone-Friendly Product
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+ Ozone-Friendly Product
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+ Ozone-Safe Product
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+ Ozone-Safe Product
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+ Ozone-Safe Product
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+ Ozone-Safe Product
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+ Ozone-Safe Product
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+ Payout
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+ Peril
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+ Personal Injury Protection
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+ Policy Limit
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+ Policy Term
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+ Policyholder
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+ Policyholder Surplus
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+ Pre-existing Condition
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+ Premium
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+ Product Liability
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+ Professional Liability
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+ Property Damage
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+ Public Liability Insurance
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+ Qualifying Event
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+ Quality Control
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+ Quality Management System
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+ Quantitative Analysis
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+ Quantitative Analysis Definition
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+ Quantitative Analysis Examples
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+ Quantitative Analysis Methods
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+ Quantitative Analysis Software
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+ Quantitative Analysis Techniques
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+ Quantitative Analysis Tools
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+ Quantitative Analysis in Artificial Intelligence
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+ Quantitative Analysis in Business
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+ Quantitative Analysis in Computer Science
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+ Quantitative Analysis in Data Science
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+ Quantitative Analysis in Economics
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+ Quantitative Analysis in Education
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+ Quantitative Analysis in Engineering
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+ Quantitative Analysis in Finance
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+ Quantitative Analysis in Healthcare
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+ Quantitative Analysis in Information Technology
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+ Quantitative Analysis in Management
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+ Quantitative Analysis in Marketing
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+ Quantitative Analysis in Psychology
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+ Quantitative Analysis in Research
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+ Quantitative Analysis in Social Sciences
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+ Quantitative Analysis in Statistics
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+ Quantitative Analyst
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+ Quantitative Data Analysis
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+ Quantitative Easing
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+ Quantitative Finance
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+ Quantitative Methods
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+ Quantitative Model
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+ Quantitative Research
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+ Quantitative Risk Assessment
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+ Quantitative Risk Management
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+ Quantitative Tightening
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+ Quantitative Trading
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+ RWD (Rear-Wheel Drive)
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+ Radar detector
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+ Radiator cap
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+ Radiator fan
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+ Radiator hose
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+ Radiator pressure cap
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+ Radio frequency identification (RFID)
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+ Radius rod
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+ Rain sensor
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+ Rallying
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+ Ram air intake
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+ Ramp angle
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+ Rate-making
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+ Rear cross-traffic alert
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+ Rear differential
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+ Rear fog light
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+ Rear spoiler
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+ Rear-view camera
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+ Recall
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+ Recovery vehicle
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+ Recuperation
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+ Redline
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+ Regenerative braking
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+ Regenerative suspension
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+ Regrooving
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+ Reinforced steel
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+ Reinstatement
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+ Reinsurance
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+ Relay
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+ Remote diagnostics
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+ Remote keyless entry
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+ Remote start
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+ Renewal
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+ Repair authorization
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+ Replacement value
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+ Reserve
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+ Residual value
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+ Retread
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+ Reverse camera
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+ Reverse gear
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+ Reverse lights
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+ Risk assessment
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+ Risk management
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+ Risk retention
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+ Risk transfer
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+ Roadside assistance
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+ Roadworthiness
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+ Rollover protection
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+ Run-off
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+ Rustproofing
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+ SUV
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+ Safety Rating
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+ Salvage Title
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+ Satellite Radio
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+ Seat Belt Pretensioners
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+ Seat Covers
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+ Security Deposit
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+ Sedan
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+ Self-driving Car
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+ Semi-automatic Transmission
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+ Sequential Fuel Injection
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+ Service Contract
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+ Service History
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+ Side Marker Lights
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+ Side Skirts
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+ Side-Impact Airbags
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+ Skid Plate
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+ Smart Key
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+ Soft Top
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+ Spare Tire
507
+ Speed Limiter
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+ Split-folding Rear Seat
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+ Spoiler
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+ Sports Car
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+ Spot Welding
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+ Stability Control
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+ Standard Deductible
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+ Starter Motor
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+ State Minimum Coverage
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+ Steering Column
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+ Steering Rack
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+ Steering Wheel Lock
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+ Strut Tower Brace
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+ Subcompact Car
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+ Subrogation
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+ Sun Visor
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+ Sunroof
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+ Super Swamper Tires
525
+ Supercharger
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+ Supercharger Kit
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+ Supplemental Restraint System
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+ Surcharge
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+ Suspension Bushings
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+ Suspension Lift Kit
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+ Suspension System
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+ Swing Axle Suspension
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+ Swing-out Doors
534
+ Synthetic Oil
535
+ Telematics
536
+ Telematics Device
537
+ Telematics Program
538
+ Third-party Claim
539
+ Third-party Coverage
540
+ Third-party Liability
541
+ Total Loss
542
+ Total Loss Threshold
543
+ Total Loss Value
544
+ Underinsured Motorist
545
+ Underlying Limits
546
+ Underwriting
547
+ Uninsured Motorist
548
+ Usage-based Insurance
549
+ Usage-based Model
550
+ Usage-based Pricing
551
+ Valuation
552
+ Valued Policy
553
+ Valued Policy Law
554
+ Vehicle Identification Number (VIN)
555
+ Vehicle Inspection
556
+ Vehicle License Plate
557
+ Vehicle Registration
558
+ Vehicle Theft Protection
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+ Vehicle Theft Recovery
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+ Vehicle Title
561
+ Waiver of Premium
562
+ Waiver of Premium Rider
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+ Waiver of Subrogation
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+ Warranty
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+ Warranty Deed
566
+ Warranty Reserve
567
+ Write-off
568
+ Written Premium
569
+ Xenon Headlights
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+ Xenon Lighting System
571
+ Xenon Technology
572
+ Yearly Mileage
573
+ Yearly Renewable Term
574
+ Yearly Renewable Term Insurance
575
+ Zero Depreciation
576
+ Zero Tolerance Policy
577
+ Zero Tolerance Regulation
578
+ Zone Rating
579
+ Zone System
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+ Zone Tariff
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+ Zurich Protection Plus
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+ Zurich Shield
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+ Zurich Shield Plus