Amod/mental_health_counseling_conversations

  Dataset Summary

This dataset is a collection of questions and answers sourced from two online counseling and therapy platforms. The questions cover a wide range of mental health topics, and the answers are provided by qualified psychologists. The dataset is intended to be used for fine-tuning language models to improve their ability to provide mental health advice.

  Supported Tasks and Leaderboards

The dataset supports… See the full description on the dataset page: https://huggingface.co/datasets/Amod/mental_health_counseling_conversations.

In 2023, around 59.2 million adults in the United States received treatment or counseling for their mental health within the past year. Such treatment included inpatient or outpatient treatment or counseling, or the use of prescription medication. Anxiety and depression are two common reasons for seeking mental health treatment. Who most often receives mental health treatment? In the United States, women are almost twice as likely than men to have received mental health treatment in the past year, with around 21 percent of adult women receiving some form of mental health treatment in the past year, as of 2021. Considering age, those between 18 and 44 years are more likely to receive counseling or therapy than older adults, however older adults are more likely to take medication to treat their mental health issues. Furthermore, mental health treatment in general is far more common among white adults in the U.S. than among other races or ethnicities. In 2020, around 24.4 percent of white adults received some form of mental health treatment in the past year compared to 15.3 percent of black adults and 12.6 percent of Hispanics. Reasons for not receiving mental health treatment Although stigma surrounding mental health treatment has declined over the last few decades and access to such services has greatly improved, many people in the United States who want or need treatment for mental health issues still do not get it. For example, it is estimated that almost half of women with some form of mental illness did not receive any treatment in the past year, as of 2022. Sadly, the most common reason for U.S. adults to not receive mental health treatment is that they thought they could handle the problem without treatment. Other common reasons for not receiving mental health treatment include not knowing where to go for services or could not afford the costs.

Dataset Card for "phr_mental_health_dataset"

This dataset is a cleaned version of nart-100k-synthetic The data is generated synthetically using gpt3.5-turbo using this script. The dataset had a "sharegpt" style JSONL format, with each JSON having keys "human" and "gpt", having an equal number of both. The data was then cleaned, and the following changes were made The names "Alex" and "Charlie" were removed from the dataset, which can often come up in the conversation of fine-tuned… See the full description on the dataset page: https://huggingface.co/datasets/vibhorag101/phr_mental_therapy_dataset.

A focus on mental health, driven by health professionals, advocacy groups and government initiatives, has boosted awareness of mental health's critical role. This trend, combined with anti-stigma campaigns, has contributed to the surge in individuals and families seeking mental health services. However, staffing shortages have increased nationwide, necessitating technological solutions for care. Mental health practitioners adapted swiftly and offered teletherapy via apps and other online platforms, making mental health services more accessible. Aided by increased government support during the pandemic, the industry witnessed a spike in revenue in 2020 and 2021, with projections showing a CAGR of 6.7% to $36.6 billion through 2025, with an increase of 3.0% in 2025 alone. The growing familiarity with technology among individuals will enable mental health practitioners to extend their services to remote areas. Teletherapy increases accessibility and competition, allowing professionals to reach underserved areas. Wearables like Fitbit offer real-time data for personalized care, while virtual reality enhances therapeutic outcomes by simulating real-life scenarios. These tools enable small practices to provide innovative, effective treatment with minimal investment. Although individual providers deliver most services in the industry, technology is expected to prompt a shift towards group practices. Consolidation will provide mental health professionals with a more substantial client pool and distribute group and infrastructure costs like rent, utilities, purchases and marketing. Recent trends demonstrate the growing demand for child-oriented services. As mental health issues gain increased awareness and acceptance, parents will seek specialized care for their children, resulting in more school psychologists and the incorporation of mental health education into school curriculums. Government support, specifically through the American Rescue Plan Act (ARPA), has incentivized this trend, funding schools to employ psychologists. Even with a slowdown in federal funding, strength in per capita disposable income and steady growth in the number of individuals with private health insurance are expected to preserve growth. The industry's revenue is expected to expand at a CAGR of 2.0% to $40.4 billion in 2030, with profit trending down.

Dataset Card for "therapy-data-set-llama"

Created Dataset particularly focussed on conversations between a therapist and a patient which can be directly used for training of llama models. Raw Dataset is picked from Pandora Eg. Patient: Hi Therapist: Hello there. Tell me how are you feeling today? Patient: Is anyone there? Therapist: Hello there. Glad to see you're back. What's going on in your world right now? Patient: Good morning Therapist: Good morning. I hope you had a good… See the full description on the dataset page: https://huggingface.co/datasets/siddharthbulia/therapy-data-set-llama.

Comprehensive dataset of 13,782 Reiki therapists in United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

United States Employment: NF: EH: Office of Specialty Therapist data was reported at 398.800 Person th in May 2018. This records an increase from the previous number of 395.800 Person th for Apr 2018. United States Employment: NF: EH: Office of Specialty Therapist data is updated monthly, averaging 191.200 Person th from Jan 1990 (Median) to May 2018, with 341 observations. The data reached an all-time high of 398.800 Person th in May 2018 and a record low of 69.500 Person th in Jan 1990. United States Employment: NF: EH: Office of Specialty Therapist data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s USA – Table US.G024: Current Employment Statistics Survey: Employment: Non Farm.

CBT-Bench Dataset

  Overview

CBT-Bench is a benchmark dataset designed to evaluate the proficiency of Large Language Models (LLMs) in assisting cognitive behavior therapy (CBT). The dataset is organized into three levels, each focusing on different key aspects of CBT, including basic knowledge recitation, cognitive model understanding, and therapeutic response generation. The goal is to assess how well LLMs can support various stages of professional mental health care… See the full description on the dataset page: https://huggingface.co/datasets/Psychotherapy-LLM/CBT-Bench.

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Online Therapy Services Market Size 2025-2029

The online therapy services market size is forecast to increase by USD 64.09 billion at a CAGR of 53.9% between 2024 and 2029.

The market is experiencing significant growth, driven by the surging adoption of smartphones and the increasing preference for online services. With the proliferation of mobile devices and high-speed internet, patients now have greater access to mental health services from the comfort of their homes. This trend is particularly prominent in regions with a large unmet need for mental health services, such as developing countries. However, the market is not without challenges. Privacy concerns related to patient mental health issues remain a major obstacle, necessitating robust security measures to protect sensitive data. As the market continues to evolve, companies must navigate these challenges while capitalizing on the opportunities presented by the growing demand for online therapy services.
To succeed, providers must prioritize data security, invest in user-friendly technology, and offer flexible pricing models to cater to a diverse customer base. By addressing these key areas, companies can differentiate themselves in a competitive market and effectively meet the evolving needs of consumers.

What will be the Size of the Online Therapy Services Market during the forecast period?

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The digital mental health market is booming, fueled by demand for mental health resources and patient engagement tools. Digital therapeutics, mental health technology, and virtual care drive growth, emphasizing early intervention, integrated care, and prevention programs. Health data analytics empowers data-driven therapy, with licensed therapists using sensor data and biometric data for personalized recommendations and personalized treatment plans.
Patients access online self-help tools, online support groups, and patient portals for remote therapy, enhancing mental health literacy and progress tracking. A holistic approach integrates predictive modeling and wearable technology to improve clinical outcomes and address issues like depression, sleep disorders, and substance abuse. Therapy goals focus on patient satisfaction, supported by remote healthcare and trauma-informed care. As digital mental health evolves, businesses must leverage patient engagement tools and mental health technology to stay competitive.

How is this Online Therapy Services Industry segmented?

The online therapy services industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Type

  Cognitive behavioral therapy
  Psychodynamic therapy
  Personal centered therapy
  Solution-Focused Brief Therapy (SFBT)
  Dialectical Behavior Therapy (DBT)
  Mindfulness-Based Therapy


Application

  Residential use
  Commercial
  Educational Institutions
  Corporate/Employee Assistance Programs (EAPs)
  Non-Profit/Community Use
  Telehealth Integration


Industry

  Hospitals
  Clinics
  Ambulatory centers
  Others
  Hospitals
  Clinics
  Ambulatory centers
  Others


Delivery Mode

  Synchronous
  Asynchronous


Technology Platform

  Mobile apps
  Web-based platforms
  Integrated wearable


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    UAE


  APAC

    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Type Insights

The cognitive behavioral therapy segment is estimated to witness significant growth during the forecast period.

In the evolving landscape of mental health services, online Cognitive Behavioral Therapy (CBT) emerges as a significant segment, integrating traditional techniques with modern digital platforms. CBT, recognized for its effectiveness in addressing various mental health concerns, now reaches a broader audience through the convenience and flexibility of the online medium. This approach, which emphasizes the identification and modification of negative thought patterns and behaviors, has gained popularity due to its accessibility. Patients can engage in CBT sessions at their own pace and schedule, fostering a more personalized and accommodating therapeutic experience. Licensed therapists, utilizing advanced technology, provide mental health assessments and tailored treatment plans for individuals dealing with conditions such as depression, anxiety, sleep disorders, trauma-informed care, and substance abuse treatment.

The integration of CBT into online services allows qualified professionals to extend their reach beyond geographical boundaries, making psychological support more accessible to those in need. Online CBT services cater to the growin

This statistic depicts the proportion of women among active psychologists working in the U.S. from 2007 to 2019. According to the data, the share of women psychologists has increased from 57 percent in 2007 to 69 percent in 2021.

United States Avg Weekly Earnings: sa: EH: HS: Office of Specialty Therapist data was reported at 851.760 USD in May 2018. This records an increase from the previous number of 839.120 USD for Apr 2018. United States Avg Weekly Earnings: sa: EH: HS: Office of Specialty Therapist data is updated monthly, averaging 768.730 USD from Mar 2006 (Median) to May 2018, with 147 observations. The data reached an all-time high of 851.760 USD in May 2018 and a record low of 659.170 USD in Mar 2006. United States Avg Weekly Earnings: sa: EH: HS: Office of Specialty Therapist data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s USA – Table US.G033: Current Employment Statistics Survey: Average Weekly and Hourly Earnings: Seasonally Adjusted.

Graph and download economic data for Employed full time: Wage and salary workers: Massage therapists occupations: 16 years and over (LEU0254490500A) from 2000 to 2024 about occupation, full-time, salaries, workers, 16 years +, wages, employment, and USA.

According to a March 2024 survey conducted in the United States, 32 percent of adults reported feeling that social media had neither a positive nor negative effect on their own mental health. Only seven percent of social media users said that online platforms had a very positive effect on their mental health, while 12 percent of users said it had a very negative impact. Furthermore, 22 percent of respondents said social media had a somewhat negative effect on their mental health. Is social media addictive? A 2023 survey of individuals between 11 and 59 years old in the United States found that over 73 percent of TikTok users agreed that the platform was addictive. Furthermore, nearly 27 percent of those surveyed reported experiencing negative psychological effects related to TikTok use. Users belonging to Generation Z were the most likely to say that TikTok is addictive, yet millennials felt the negative effects of using the app more so than Gen Z. In the U.S., it is also not uncommon for social media users to take breaks from using online platforms, and as of March 2024, over a third of adults in the country had done so. Following mental health-related content Although online users may be aware of the negative and addictive aspects of social media, it is also a useful tool for finding supportive content. In a global survey conducted in 2023, 32 percent of social media users followed therapists and mental health professionals on social media. Overall, 24 percent of respondents said that they followed people on social media if they had the same condition as they did. Between January 2020 and March 2023, British actress and model Cara Delevingne was the celebrity mental health activist with the highest growth in searches tying her name to the topic.

This statistic depicts the percentage of U.S. residents who reported they had received help from a psychologist or other mental health professional as of 2018, by generation. According to the data, among those in Generation Z, 37 percent had received mental health help. Comparatively, just 15 percent of older adults had received mental health help.

This study aimed to conduct a personality-oriented job analysis to identify non-cognitive factors that may predict successful performance or performance difficulties in doctor of physical therapy (DPT) students. Eleven SMEs were recruited to participate in the study. Nine SMEs participated, including 6 DPT faculty members and 3 recent graduates who had passed the NPTE and were employed as physical therapists. A questionnaire with 22 POJA traits and definitions was developed. The wording of the scales was modified to be appropriate for student admissions rather than job applicants.

United States - Employed full time: Median usual weekly nominal earnings (second quartile): Wage and salary workers: Therapists, all other occupations: 16 years and over was 1265.00000 $ in January of 2024, according to the United States Federal Reserve. Historically, United States - Employed full time: Median usual weekly nominal earnings (second quartile): Wage and salary workers: Therapists, all other occupations: 16 years and over reached a record high of 1305.00000 in January of 2022 and a record low of 623.00000 in January of 2000. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Employed full time: Median usual weekly nominal earnings (second quartile): Wage and salary workers: Therapists, all other occupations: 16 years and over - last updated from the United States Federal Reserve on May of 2025.

This dataset provides information on 93 in Michigan, United States as of May, 2025. It includes details such as email addresses (where publicly available), phone numbers (where publicly available), and geocoded addresses. Explore market trends, identify potential business partners, and gain valuable insights into the industry. Download a complimentary sample of 10 records to see what's included.

This dataset provides information on 10 in Vermont, United States as of May, 2025. It includes details such as email addresses (where publicly available), phone numbers (where publicly available), and geocoded addresses. Explore market trends, identify potential business partners, and gain valuable insights into the industry. Download a complimentary sample of 10 records to see what's included.

This dataset provides information on 65 in Wisconsin, United States as of May, 2025. It includes details such as email addresses (where publicly available), phone numbers (where publicly available), and geocoded addresses. Explore market trends, identify potential business partners, and gain valuable insights into the industry. Download a complimentary sample of 10 records to see what's included.

This dataset provides information on 78 in Minnesota, United States as of May, 2025. It includes details such as email addresses (where publicly available), phone numbers (where publicly available), and geocoded addresses. Explore market trends, identify potential business partners, and gain valuable insights into the industry. Download a complimentary sample of 10 records to see what's included.