Technology24 cols · 120 rows
This dataset provides detailed logs of security posture assessments and incident alerts from remote employee devices, including compliance status, vulnerability counts by severity, incident details, and remediation actions. It enables cybersecurity teams to monitor device health, identify high-risk trends, and ensure policy compliance across a distributed workforce. The dataset is ideal for proactive threat detection, compliance auditing, and security operations analytics.
| device_type | compliance_status | incident_type |
|---|
| laptop | compliant | none |
| laptop | compliant | none |
| desktop | non-compliant | malware |
log_iddevice_idemployee_id+18 more
Gaming25 cols · 90 rows
This dataset provides a comprehensive view of sustainability and ethical sourcing across gaming studio supply chains, including detailed ESG scores, certifications, carbon emissions, and audit outcomes for each supplier. It enables studios to monitor supplier impact, ensure compliance, and drive green initiatives, supporting transparency and informed decision-making for ESG reporting.
| supplier_name | supplier_type | contact_name |
|---|
| GreenByte Technologies | hardware | Olivia Bennett |
| SoftWave Studios | software | Lucas Chen |
| LogiTrack Global | logistics | Samuel Lee |
supplier_idcontact_emailaddress_street+19 more
Social Media18 cols · 121 rows
This dataset provides a detailed, transparent audit log of decentralized content moderation actions across distributed nodes on social media platforms. It tracks moderation events, policy adherence, and review speed, enabling compliance officers and platform managers to analyze moderation effectiveness, consistency, and integrity in decentralized environments.
| moderation_action | content_type | action_status |
|---|
| remove | image | completed |
| flag | post | completed |
| approve | comment | completed |
audit_log_idaction_timestampnode_id+12 more
Agriculture22 cols · 120 rows
This dataset provides detailed, field-level tracking of water usage, irrigation practices, and crop yields for small to mid-sized farms. It enables robust analysis of water efficiency, supports resource optimization recommendations, and helps agri-tech startups and sustainability managers drive data-driven improvements in agricultural sustainability.
| farm_name | owner_name | crop_type |
|---|
| Green Valley Estates | Jessica Fulton | Lettuce |
| Sunrise Acres | Manish Sharma | Spinach |
| Delta Rice Farm | Anthony Brooks | Rice |
farm_idfarm_size_hectaresaddress_street+16 more
Energy23 cols · 48 rows
This dataset provides detailed logs of greenhouse gas emissions associated with remote workforce activities, including energy consumption, emissions avoided, and carbon offset actions. It is tailored for nonprofits and SMBs seeking to monitor, report, and optimize the sustainability impact of telecommuting for ESG and carbon reduction initiatives.
| employee_name | department | energy_source_type |
|---|
| Jasmine Patel | Finance | grid |
| Liam Chen | IT | solar |
| Miguel Rodriguez | Marketing | grid |
log_idemployee_idorganization_id+17 more
Human Resources17 cols · 65 rows
This dataset provides comprehensive metrics on remote team collaboration, including tool usage, meeting participation, task management, and workflow bottlenecks for each team member over defined reporting periods. It empowers SMEs and HR managers to benchmark distributed team performance, identify process inefficiencies, and optimize virtual collaboration strategies using data-driven insights.
| team_name | member_name | collaboration_tool |
|---|
| Global Marketing | Olivia Carter | Slack |
| Global Marketing | Lucas Miller | Slack |
| Global Marketing | Sophie Lee | Zoom |
team_idmember_idmember_role+11 more
Logistics24 cols · 75 rows
This dataset tracks supply chain disruptions, adaptations, and resource allocations within small nonprofit organizations, enabling real-time monitoring of operational bottlenecks, risk exposure, and donor accountability. It provides detailed event records, resource impact metrics, and management oversight information for improved resilience and transparency. Ideal for nonprofit operational analysis, risk assessment, and donor reporting.
| organization_name | event_type | resource_type |
|---|
| HopeSpring Foundation | disruption | food |
| BrightPath Outreach | adaptation | volunteers |
| RiverAid Collective | bottleneck | medical supplies |
organization_idaddress_streetaddress_city+18 more
Real Estate22 cols · 48 rows
This dataset provides granular logs of building energy consumption and onsite renewable generation for real estate properties, supporting net zero energy certification and ESG reporting. It enables property managers and sustainability officers to monitor compliance, track operational efficiency, and benchmark performance across portfolios, facilitating data-driven sustainability strategies and regulatory audits.
| property_name | net_zero_status | certification_status |
|---|
| Green Towers | true | certified |
| Sunrise Plaza | true | pending |
| EcoView | true | certified |
log_idproperty_idaddress_street+16 more
Transportation28 cols · 48 rows
This dataset provides detailed, trip-level records of carbon offsets applied to public transit operations, including emission estimates, offset purchases, and third-party validation results. It enables sustainability officers and smart city planners to verify, benchmark, and transparently report on environmental claims, supporting robust ESG disclosures and compliance. The dataset is ideal for auditing, benchmarking, and optimizing transit sustainability initiatives.
| emission_estimate_method | offset_project_name | validation_status |
|---|
| GHG Protocol | Wind Farm X | validated |
| ISO 14064 | Reforestation Y | pending |
| GHG Protocol | Solar Array Z | validated |
log_idtrip_idtransit_operator_id+22 more
Manufacturing18 cols · 48 rows
This dataset provides detailed sustainability vetting scores for suppliers, including eco-certification status, carbon footprint data, and responsible sourcing metrics. It enables small manufacturers to efficiently assess and compare supplier compliance with sustainability standards, supporting transparent and ethical procurement decisions.
| supplier_name | eco_certification_status | eco_certification_names |
|---|
| GreenLeaf Manufacturing Inc. | true | ISO 14001,Fair Trade |
| EcoSource Ltd. | true | FSC,ISO 14001 |
| BlueRiver Textiles | false | – |
supplier_idcontact_emailcontact_phone+12 more
Logistics30 cols · 123 rows
This dataset provides comprehensive, end-to-end traceability for e-commerce products, detailing their journey from supplier to customer and highlighting key sustainability touchpoints. It enables analysis of supply chain transparency, carbon impact, transport efficiency, and supplier compliance, empowering sustainability strategists to optimize eco-friendly logistics and sourcing decisions.
| product_name | supplier_name | destination_address_country |
|---|
| Organic Blueberry Jam | Green Valley Farms | USA |
| Bamboo Cotton T-Shirt | EcoThreads Manufacturing | UK |
| Refurbished Laptop Pro | RenewTech Solutions | Canada |
product_journey_idproduct_idsku+24 more
Logistics33 cols · 80 rows
This dataset provides detailed, shipment-level metrics for perishable food and pharmaceutical cold chain logistics, including temperature control, carbon emissions, energy consumption, and regulatory compliance. It enables comprehensive monitoring and optimization of eco-efficiency, route planning, and adherence to industry standards, supporting sustainability and risk management in supply chains.
| product_type | regulatory_compliance_status | delivery_status |
|---|
| food | compliant | delivered |
| pharma | non-compliant | delivered |
| food | compliant | delivered |
shipment_idshipment_dateorigin_street_address+27 more
Gaming21 cols · 65 rows
This dataset provides a comprehensive view of the art asset supply chain for indie gaming studios, tracking each asset from creation through integration while monitoring ESG, copyright, licensing, and anti-fraud compliance. It enables studios to assess sourcing risks, vendor sustainability, and regulatory adherence for every asset used in their games, supporting responsible game development and risk mitigation.
| asset_name | asset_type | game_title |
|---|
| Warrior_Character_Model | character | Battle Quest |
| Ancient_Ruins_Environment | environment | Mystic Realms |
| Inventory_UI_Set | UI | Battle Quest |
asset_idgame_idvendor_id+15 more
Logistics28 cols · 55 rows
This dataset provides detailed logs of eco-friendly packaging sourcing activities in e-commerce, including vendor information, material certifications, costs, and delivery timelines. It is optimized for supply chain analysis, sustainability compliance tracking, and ESG reporting, enabling operations managers to make informed procurement decisions and monitor environmental impact.
| vendor_name | vendor_contact_name | material_name |
|---|
| GreenPack Solutions | Laura Chen | FSC Cardboard Box |
| EcoFlex Packaging | Samuel Nguyen | Compostable Mailer |
| ReNewPack | Priya Das | Recycled Kraft Paper |
sourcing_log_idvendor_idvendor_contact_email+22 more
Logistics27 cols · 120 rows
This dataset provides granular, real-world records of last-mile delivery events in e-commerce logistics, capturing delays, vehicle incidents, route types, and environmental conditions. It enables supply chain analysts and logistics managers to identify risk patterns, optimize delivery operations, and proactively mitigate disruptions in urban and suburban environments.
| delivery_status | incident_type | route_type |
|---|
| completed | none | urban |
| cancelled | none | urban |
| delayed | none | urban |
delivery_idorder_idvehicle_id+21 more
Logistics15 cols · 121 rows
This dataset provides detailed, AI-driven risk assessment logs for e-commerce suppliers, including risk scores, compliance flags, disruption probabilities, and actionable recommendations. It enables operations managers to proactively identify and mitigate supplier risks, ensuring supply chain resilience and regulatory compliance. The dataset supports advanced analytics, supplier monitoring, and procurement optimization.
| supplier_name | risk_level | compliance_flag |
|---|
| Global Logistics Ltd. | low | false |
| EcoChem Industries | medium | true |
| Pacific Steelworks | high | true |
log_idassessment_datetimesupplier_id+9 more
Education21 cols · 120 rows
This dataset provides granular, end-to-end logs of digital content delivery across EdTech platforms, capturing device, network, regional, and user variables to enable deep analysis of reliability and latency. Solution architects and platform engineers can use this data to diagnose bottlenecks, monitor performance, and optimize student access to educational resources. The dataset supports advanced troubleshooting, SLA monitoring, and data-driven improvements in digital learning environments.
| delivery_status | device_type | network_type |
|---|
| success | desktop | wifi |
| success | laptop | ethernet |
| success | desktop | wifi |
log_idcontent_iduser_id+15 more
Technology20 cols · 60 rows
This dataset provides detailed logs of remote volunteer collaboration sessions for nonprofit organizations, including session timing, communication methods, project contributions, and feedback. It enables digital transformation leads to analyze engagement, measure productivity, and identify common challenges in virtual volunteer teams, supporting data-driven improvements in nonprofit operations.
| volunteer_name | project_name | organization_name |
|---|
| Aisha Patel | Clean Water Initiative | Global Relief Network |
| Miguel Santos | Food Distribution App | HungerFree |
| Linda Chen | Literacy Outreach | BrightFuture Foundation |
log_idsession_idvolunteer_id+14 more
Government18 cols · 120 rows
This dataset provides comprehensive health and performance metrics for edge IoT sensors deployed across smart city infrastructure. It includes device status, uptime, maintenance history, error logs, and location data, enabling city technology teams to monitor sensor reliability, anticipate maintenance needs, and optimize municipal operations. The dataset is ideal for predictive maintenance, compliance auditing, and resource planning in smart city environments.
| sensor_type | health_status | error_code |
|---|
| air_quality | operational | – |
| traffic | operational | – |
| weather_station | operational | – |
sensor_idlocation_latitudelocation_longitude+12 more
Technology19 cols · 60 rows
This dataset provides detailed metrics on the efficiency of automated grant application workflows in small and medium NGOs, including time savings, bottlenecks resolved, and success rates. It enables operations teams to quantify the impact of digital transformation, identify process improvements, and benchmark automation ROI across different grant programs. The dataset is ideal for performance tracking, process optimization, and strategic decision-making in the nonprofit sector.
| ngo_name | grant_program_name | workflow_automation_stage |
|---|
| Hope Alliance | Community Health Initiative | application intake |
| Green Steps | Urban Greening Fund | review |
| WaterWorks Initiative | Clean Water Project | approval |
workflow_idngo_idapplication_period_start+13 more
Manufacturing22 cols · 90 rows
This dataset provides a comprehensive view of supplier diversity metrics, including ownership types, certification statuses, contract values, and engagement frequencies. It enables organizations to track, analyze, and improve diversity in their supply chains, supporting inclusion goals, compliance reporting, and supplier relationship management. Ideal for manufacturers, retailers, and procurement leaders seeking actionable insights on supplier diversity.
| supplier_name | ownership_type | certification_type |
|---|
| Global Textiles Inc | minority-owned | NMSDC |
| EcoSource Solutions | women-owned | WBENC |
| Veteran Logistics | veteran-owned | SBA |
supplier_idownership_type_othercertified_diverse_supplier+16 more
Agriculture17 cols · 80 rows
This dataset provides detailed operational and performance metrics for smart irrigation devices deployed across distributed farms, including uptime, downtime, water dispensed, maintenance history, and device health indicators. It enables agriculture managers and IoT teams to optimize device reliability, schedule proactive maintenance, and improve water usage efficiency at scale. The dataset supports geospatial, temporal, and farm-level analysis for robust agricultural operations management.
| device_model | operational_status | error_code |
|---|
| AquaEdge X3 | online | – |
| AquaEdge X3 | maintenance | – |
| RainMaster 200 | offline | – |
device_idfarm_iddevice_location_latitude+11 more
Human Resources23 cols · 75 rows
This dataset provides a comprehensive view of nonprofit volunteer engagement, tracking participation, scheduling, and feedback across diverse projects and activities. It enables organizations to analyze trends, optimize resource allocation, and improve volunteer retention through actionable insights on activity impact and engagement levels.
| volunteer_first_name | volunteer_last_name | project_name |
|---|
| Alex | Martin | Community Food Drive |
| Priya | Sharma | Literacy Tutoring |
| Jamal | Lewis | Neighborhood Cleanup |
volunteer_idvolunteer_emailvolunteer_phone+17 more
Transportation20 cols · 90 rows
This dataset provides granular, real-time logs of electric vehicle (EV) fleet battery performance, including charge cycles, range efficiency, battery health, and degradation trends. Designed for fleet managers and sustainability teams, it enables detailed monitoring, optimization, and benchmarking of EV battery usage to support cost reduction and climate goals. The dataset is ideal for operational analytics, predictive maintenance, and sustainability reporting.
| battery_model | battery_capacity_kwh | notes |
|---|
| PowerCell X-80 | 71.3 | – |
| GreenVolt E-77 | 77.8 | Normal operation |
| VoltPro 70L | 68.2 | – |
log_idvehicle_idfleet_id+14 more
Real Estate19 cols · 75 rows
This dataset provides comprehensive, daily productivity metrics for remote real estate agents, including deal progression, client engagement, and time management indicators. It is ideal for operations managers and real estate technology startups seeking to monitor, benchmark, and optimize the performance of distributed agent teams. The dataset supports granular analysis of agent efficiency, team trends, and regional performance.
| agent_name | team_name | attendance_status |
|---|
| Jessica Lam | Summit Group | present |
| Raymond Chen | Skyline Team | present |
| Lila Patterson | Urban Pioneers | present |
agent_idemailregion+13 more
E-commerce26 cols · 80 rows
This dataset provides detailed, lifecycle-based CO2 emission estimates for e-commerce packaging, capturing data from supplier sourcing through last-mile delivery and end-of-life disposal. It enables sustainability managers and operations teams to identify emission hotspots, compare suppliers and materials, and inform greener packaging decisions. The dataset supports compliance, reporting, and continuous improvement in sustainable supply chain management.
| package_type | material | supplier_name |
|---|
| box | cardboard | GreenPack Solutions |
| polybag | plastic | EcoFlex Plastics |
| envelope | paper | PaperWorks Ltd. |
packaging_emission_idpackage_idweight_grams+20 more
Logistics23 cols · 120 rows
This dataset provides a comprehensive, standardized view of supplier ESG (Environmental, Social, Governance) risk assessments, including detailed scoring, compliance history, certifications, and audit results. It empowers SMBs and startups to evaluate and monitor supplier portfolios for responsible sourcing, regulatory compliance, and sustainability initiatives. The dataset is optimized for integration into supply chain management systems and ESG reporting workflows.
| supplier_name | esg_risk_level | third_party_audit |
|---|
| GreenWave Solutions Ltd. | Low | true |
| EcoTech Manufacturing Inc. | Medium | true |
| Blue Valley Textiles | High | true |
supplier_idregistration_numberindustry_sector+17 more
Logistics22 cols · 77 rows
This dataset provides a comprehensive view of supply chain risks in the gaming industry, covering hardware and digital content logistics. It enables studios and tech startups to monitor, assess, and mitigate risks related to supply disruptions, vendor reliability, and component provenance, supporting robust risk management and operational resilience.
| risk_type | component_name | component_type |
|---|
| supply_disruption | RTX 4090 | GPU |
| vendor_reliability | Ryzen 7 7800X | CPU |
| component_provenance | Fantasy Sword Asset | game_asset |
risk_iddate_reportedrisk_description+16 more
Human Resources20 cols · 75 rows
This dataset provides a comprehensive view of remote onboarding effectiveness for distributed hires, including detailed metrics on time-to-productivity, completion rates, engagement scores, and early turnover. It enables HR teams to identify bottlenecks, optimize virtual onboarding strategies, and improve employee retention and productivity. The dataset is ideal for benchmarking, process improvement, and predictive analytics in modern remote work environments.
| employee_name | onboarding_status | role_title |
|---|
| Jessica Lin | completed | Software Engineer |
| David Morales | completed | Account Executive |
| Priya Patel | completed | HR Coordinator |
onboarding_idemployee_idhire_date+14 more
Logistics25 cols · 75 rows
This dataset provides comprehensive ESG (Environmental, Social, Governance) compliance scorecards for suppliers, including detailed scores, risk levels, certifications, and remediation tracking. It enables organizations to benchmark supplier performance, identify risk areas, and support regulatory and sustainability reporting. The dataset is ideal for supply chain planners, sustainability officers, and compliance teams seeking actionable insights into supplier ESG practices.
| supplier_name | contact_name | remediation_plan_status |
|---|
| GreenTech Solutions Ltd. | Julia Schmidt | Not Applicable |
| EcoSource Materials | Eduardo Silva | In Progress |
| Bluewater Chemicals | Jessica Lee | Not Started |
supplier_idregistration_numberindustry+19 more
Government21 cols · 120 rows
This dataset provides detailed, standardized records of municipal procurement events, including contract values, supplier information, associated greenhouse gas emissions, and ESG compliance status. It enables government teams to monitor, analyze, and optimize procurement for emissions reduction and regulatory compliance, supporting data-driven sustainability strategies.
| municipality_name | procurement_title | category |
|---|
| Central City | Downtown Roadworks Expansion | Construction |
| Westbrook | Office Network Upgrade Project | IT Services |
| Greenfield | Renewable Energy Initiative 2025 | Energy |
procurement_idmunicipality_idsub_category+15 more
Agriculture17 cols · 80 rows
This dataset provides granular logs of pest detection events from IoT sensors deployed on small and medium farms, including sensor metadata, pest types, intervention actions, and outcomes. It enables comprehensive analysis of pest management practices, sensor effectiveness, and response efficiency, supporting data-driven decision-making for sustainable agriculture.
| sensor_type | pest_type | intervention_type |
|---|
| camera | aphid | pesticide |
| pheromone_trap | moth | none |
| acoustic | beetle | none |
log_idfarm_idsensor_id+11 more
Education15 cols · 120 rows
This dataset captures real-time, granular IoT sensor readings from classrooms, including temperature, humidity, air quality, occupancy, and more, along with device health and precise location metadata. It enables analysis and optimization of educational environments for health, comfort, and energy efficiency, supporting EdTech innovation and smart building solutions.
| sensor_type | device_status | building_name |
|---|
| temperature | active | West Hall |
| humidity | active | West Hall |
| co2 | active | East Wing |
reading_idtimestampclassroom_id+9 more
Transportation27 cols · 64 rows
This dataset provides detailed, route-level records of municipal or nonprofit fleet operations, including vehicle and route identifiers, timing, locations, fuel and vehicle types, distance, and estimated carbon emissions. It is ideal for sustainability auditing, operational optimization, and regulatory reporting, empowering small-municipality transportation planners to track and reduce fleet carbon impact.
| route_name | vehicle_type | fuel_type |
|---|
| Downtown Loop | van | diesel |
| Eastside Shuttle | bus | CNG |
| Morning Express | car | hybrid |
route_idroute_datevehicle_id+21 more
Logistics36 cols · 85 rows
This dataset provides detailed tracking of nonprofit donation logistics, including donor information, pickup and delivery scheduling, transport providers, and issue reporting. It enables organizations to optimize supply chain efficiency, monitor bottlenecks, and assess the impact of their distribution efforts for improved community outcomes.
| donor_name | pickup_status | delivery_status |
|---|
| Hope Foundation | completed | completed |
| Emily Nguyen | delayed | delayed |
| Feeding Hands | completed | completed |
donation_iddonor_iddonor_contact_phone+30 more
Real Estate20 cols · 120 rows
This dataset provides detailed, timestamped logs of energy usage and compliance status for HVAC, lighting, and appliance systems across remotely managed properties. It includes property and system identifiers, sustainability benchmarks, compliance results, and cost savings estimates, empowering property managers to optimize energy efficiency, ensure regulatory compliance, and reduce operational costs.
| property_name | system_type | system_name |
|---|
| Oakridge Villas | HVAC | Carrier Infinity Central |
| Lakeview Apartments | lighting | Philips LED Corridor |
| Riverside Mansion | HVAC | Trane XL20i Rooftop |
log_idproperty_idaddress_street+14 more
E-commerce21 cols · 60 rows
This dataset provides a comprehensive inventory of eco-friendly products for e-commerce businesses, including detailed sourcing, carbon footprint, compliance, and supplier information. It enables robust sustainability reporting, supports ESG goal tracking, and offers actionable insights for optimizing eco-conscious inventory management.
| product_name | category | supplier_name |
|---|
| Bamboo Toothbrush | home | EcoSource Ltd. |
| Organic Cotton T-Shirt | apparel | SustainTextiles |
| Solar Powered Lantern | electronics | RenewTech Supplies |
product_idskubrand+15 more
Finance22 cols · 72 rows
This synthetic dataset provides detailed, anonymized event logs from online B2B marketplace transactions, capturing session, transaction, device, and behavioral characteristics. It is specifically designed for developing and evaluating AI-driven fraud detection models, enabling compliance teams and operators to identify subtle and complex fraud patterns without exposing real customer data. The dataset supports both supervised and unsupervised machine learning use cases, with rich contextual information for advanced analytics.
| event_type | device_type | fraud_label |
|---|
| login | desktop | normal |
| add_to_cart | desktop | normal |
| checkout | desktop | normal |
event_idevent_timestampsession_id+16 more
Logistics15 cols · 125 rows
This dataset provides granular IoT sensor logs for cold chain shipments, recording temperature, humidity, shock events, and device status with precise timestamps and geolocation. It enables logistics managers to monitor perishable goods in real-time, detect supply chain disruptions, ensure regulatory compliance, and minimize spoilage risk through actionable insights.
| shock_detected | location_description | sensor_status |
|---|
| false | warehouse | active |
| false | urban depot | active |
| false | warehouse | active |
log_iddevice_idshipment_id+9 more
Technology14 cols · 110 rows
This dataset provides detailed, time-stamped logs of events and anomalies detected across remote IoT endpoints, including device identifiers, event types, severity scores, diagnostics, and compliance status. It is optimized for cybersecurity teams and AI/ML model training, supporting robust threat detection, incident response, and fleet management for edge computing environments.
| device_type | event_type | anomaly_type |
|---|
| sensor | heartbeat | – |
| camera | anomaly | unauthorized_access |
| sensor | data_transmission | – |
log_iddevice_iddevice_location+8 more
Government20 cols · 132 rows
This dataset provides detailed logs of municipal service requests managed by AI-driven systems, including operational metrics, routing decisions, resolution times, and citizen feedback. It enables smart city teams to benchmark digital transformation, optimize workflows, and enhance citizen engagement by analyzing automated service delivery outcomes and identifying process bottlenecks.
| request_type | priority_level | status |
|---|
| pothole_repair | urgent | resolved |
| waste_collection | medium | in_progress |
| street_light_issue | high | closed |
request_idcitizen_idrequest_description+14 more
Telecommunications18 cols · 64 rows
This dataset provides detailed, site-level logs of renewable and non-renewable energy consumption for telecom tower operations, including granular breakdowns by energy source, uptime on renewables, and estimated carbon offsets. It enables sustainability analysts and operations managers to track progress toward green energy targets, quantify carbon reductions, and optimize energy sourcing strategies across distributed infrastructure.
| site_name | total_energy_consumed_kwh | data_source |
|---|
| North Ridge Tower | 1235.7 | meter |
| Lakeside Hub | 970.2 | estimate |
| Valley Gateway | 1587.6 | SCADA |
log_idsite_idsite_latitude+12 more
Manufacturing11 cols · 120 rows
This dataset contains timestamped emission logs from industrial IoT sensors across smart factory floors, tracking CO2, NOx, and particulate levels for sustainability and compliance. It enables granular analysis of emissions by location, sensor status, and regulatory thresholds, supporting ESG reporting and operational optimization.
| co2_emission_ppm | unit_status | compliance_flag |
|---|
| 389.7 | active | true |
| 802.3 | active | false |
| 412 | active | true |
log_idsensor_idsensor_location+5 more
Gaming25 cols · 60 rows
This dataset provides detailed, structured metrics on remote productivity and digital collaboration within distributed gaming studios. It includes project, team, and member-level KPIs such as task completion, asynchronous workflow adoption, meeting participation, and collaboration tool usage, enabling deep analysis of remote work effectiveness and team dynamics in game development environments.
| studio_name | team_name | project_name |
|---|
| PixelForge Interactive | Core Mechanics | Star Quest |
| DreamBit Studios | Art & Design | Mystic Valley |
| PixelForge Interactive | Core Mechanics | Star Quest |
studio_idteam_idproject_id+19 more
Education21 cols · 75 rows
This dataset provides a comprehensive view of nonprofit digital skill training programs, tracking participant progress, immediate feedback, and long-term impact on organizational productivity and service delivery. It enables nonprofits to measure ROI, identify skill gaps, and optimize training strategies for maximum effectiveness.
| training_name | training_type | participant_name |
|---|
| Cybersecurity Essentials | cybersecurity | Alice Murphy |
| Data Analysis Bootcamp | data analysis | Brian Lee |
| Digital Marketing 101 | digital marketing | Carla Singh |
training_idtraining_start_datetraining_end_date+15 more
Human Resources16 cols · 90 rows
This dataset provides comprehensive metrics on remote volunteer participation, engagement, and retention for nonprofit organizations, including activity types, feedback, and program manager assignments. It enables program managers to identify engagement gaps, monitor retention trends, and optimize volunteer experiences in digital-first environments. The data structure supports actionable insights for improving distributed volunteer programs.
| volunteer_name | total_hours_volunteered | retention_status |
|---|
| Sophia Nguyen | 172.5 | active |
| Rajiv Patel | 85 | active |
| Lina Svensson | 25.5 | at-risk |
volunteer_idorganization_idemail+10 more
Agriculture14 cols · 120 rows
This dataset provides detailed logs of water usage, environmental conditions, and irrigation events from IoT sensors deployed in greenhouses. It enables AgTech professionals and sustainability analysts to monitor, optimize, and benchmark water consumption while maintaining crop health, supporting precision irrigation strategies and resource conservation.
| crop_type | irrigation_event | sensor_status |
|---|
| Tomato | true | active |
| Cucumber | true | active |
| Lettuce | true | active |
log_idtimestampsensor_id+8 more
Marketing20 cols · 55 rows
This dataset provides comprehensive logs of marketing campaign ESG impacts, including resource consumption, emissions estimates, vendor sourcing details, and sustainability messaging compliance. It is ideal for organizations seeking to monitor, report, and improve their marketing sustainability performance, supporting regulatory compliance and internal ESG goals.
| campaign_name | organization_name | campaign_type |
|---|
| Green Horizons Digital Push | EcoFuture Solutions | digital |
| Water Wise Print Series | CleanRiver Group | print |
| Sustainable Event 2023 | FutureImpact Foundation | event |
campaign_idorganization_idcampaign_start_date+14 more
Real Estate25 cols · 134 rows
This dataset provides detailed, timestamped audit logs of scheduled and unscheduled maintenance events for IoT sensors deployed in commercial properties. It includes sensor and property identifiers, technician details, maintenance reasons, compliance checks, downtime, and actions taken, enabling property managers and operations teams to optimize maintenance schedules, minimize downtime, and ensure regulatory compliance for building automation systems.
| property_name | maintenance_type | maintenance_status |
|---|
| Midtown Plaza | scheduled | completed |
| Bayfront Hotel | scheduled | completed |
| Commerce Center | scheduled | completed |
log_idsensor_idproperty_id+19 more
Logistics22 cols · 68 rows
This dataset provides detailed, event-level tracking of e-commerce product returns and exchanges, capturing key timestamps, process stages, bottlenecks, and resource constraints. It enables supply chain managers to identify inefficiencies, analyze delays, and optimize reverse logistics workflows for improved customer satisfaction and cost control.
| return_status | bottleneck_stage | return_type |
|---|
| refund_processed | pickup | return |
| refund_processed | none | return |
| requested | approval | return |
return_idorder_idcustomer_id+16 more
Transportation15 cols · 130 rows
This dataset provides detailed, daily sustainability logs for urban transportation routes, including CO₂ emissions, renewable energy usage, passenger volumes, and operational metrics. Designed for urban planners and sustainability officers, it enables comprehensive analysis and optimization of public transit systems to support climate goals and improve operational efficiency.
| route_name | transport_mode | co2_emissions_kg |
|---|
| Central Loop Express | bus | 420.7 |
| Harbour Tramline | tram | 210.3 |
| Seaside Ferry Link | ferry | 0 |
log_idroute_idcity+9 more
Government21 cols · 75 rows
This dataset provides detailed logs of electric vehicle charging sessions for municipal fleets, including vehicle and station identifiers, session timing, energy delivered, costs, and operational notes. It enables cities and transit agencies to analyze EV usage patterns, optimize infrastructure, and support sustainability initiatives through data-driven decision-making.
| vehicle_type | station_location_name | session_status |
|---|
| bus | Downtown Depot | completed |
| van | Northside Garage | completed |
| sedan | City Hall Lot | completed |
log_idvehicle_idvehicle_make+15 more
Logistics18 cols · 120 rows
This dataset provides comprehensive, real-time monitoring of IoT sensor health across diverse supply chain assets, including operational status, maintenance records, health scoring, and digital twin synchronization. It empowers operations managers to anticipate failures, schedule predictive maintenance, and optimize asset reliability, ensuring minimal downtime and resilient supply chain operations.
| asset_type | sensor_type | sensor_status |
|---|
| truck | temperature | active |
| truck | humidity | maintenance_required |
| truck | pressure | inactive |
sensor_idasset_idlocation_latitude+12 more
Manufacturing24 cols · 88 rows
This dataset provides granular records of waste stream outputs from manufacturing facilities, including audit details, waste quantities, disposal methods, compliance status, and reduction opportunities. It is designed to support ESG officers in sustainability audits, regulatory compliance, and benchmarking facility performance for waste reduction initiatives.
| facility_name | waste_stream_name | waste_stream_category |
|---|
| GreenTech Plastics | Plastic Scrap | recyclable |
| Midwest Metals Inc. | Steel Turnings | recyclable |
| Northern Chemical Works | Solvent Residue | hazardous |
audit_idfacility_idfacility_street_address+18 more
Logistics38 cols · 65 rows
This dataset provides granular traceability for agri-food products across the entire supply chain, including supplier origins, transit details, climate impact checkpoints, and ESG compliance metrics. It enables startups and sustainability teams to analyze product journeys, monitor carbon footprints, and support resilience and ESG reporting for regulatory and operational excellence.
| product_name | product_category | origin_supplier_name |
|---|
| Organic Wheat | grain | Green Acres Farm |
| Pasteurized Milk | dairy | DairyPro Inc. |
| Atlantic Salmon | seafood | Salmon Direct Ltd. |
product_journey_idproduct_idorigin_supplier_id+32 more
Education23 cols · 65 rows
This dataset provides granular engagement metrics for remote instructors in digital classroom sessions, including participation rates, interactivity actions, and feedback scores. It enables education providers and administrators to monitor teaching quality, identify engagement trends, and optimize remote learning operations for better outcomes.
| session_duration_minutes | subject | instructor_name |
|---|
| 50 | Mathematics | Anna Martinez |
| 50 | English Literature | Brian Chen |
| 60 | Biology | Catherine O'Neill |
instructor_idsession_idsession_date+17 more
Technology19 cols · 85 rows
This dataset provides detailed logs of remote volunteer activities for nonprofits, capturing participant details, activity types, collaboration tools, outcomes, and engagement metrics. It enables operations managers to monitor distributed team participation, optimize volunteer engagement, and identify opportunities for process improvement in digital collaboration environments.
| volunteer_name | activity_title | activity_type |
|---|
| Jessica Nguyen | Weekly Planning Meeting | meeting |
| Lucas Smith | Document Review: Outreach Guide | document_review |
| Mohamed El-Sayed | Brainstorming: Social Media Campaign | brainstorming |
log_idvolunteer_idvolunteer_email+13 more
Gaming16 cols · 120 rows
This dataset provides detailed, time-stamped logs of energy consumption and operational metrics across gaming servers, including power usage, performance statistics, sustainability indicators, and server status. It enables operations teams to monitor real-time efficiency, track historical trends, and support sustainability initiatives by analyzing renewable energy usage and carbon emissions. The dataset is ideal for optimizing server infrastructure, reducing costs, and improving uptime in gaming environments.
| server_name | energy_consumed_kwh | server_status |
|---|
| Orion-Gamma | 7.12 | active |
| Centauri | 2.38 | active |
| – | 13.55 | active |
log_idserver_iddata_center_id+10 more
Government25 cols · 75 rows
This dataset provides a comprehensive view of supplier ESG (Environmental, Social, and Governance) compliance metrics, including detailed assessment scores, compliance status, risk levels, and audit findings. It is designed to support government procurement teams in evaluating supplier sustainability, managing supply chain risks, and meeting regulatory reporting requirements. The dataset enables robust analysis and monitoring of ESG compliance across diverse suppliers.
| supplier_name | esg_assessment_method | esg_compliance_status |
|---|
| GreenWave Environmental Solutions | ISO 14001 | compliant |
| Solaris Power Inc. | GRI | partially_compliant |
| GlobalSteel Manufacturing | SASB | partially_compliant |
supplier_idcontact_emailcontact_phone+19 more
Logistics18 cols · 120 rows
This dataset provides granular IoT sensor readings from smart city waste bins, including fill levels, environmental conditions, operational status, and precise geolocation. It enables urban planners and waste management teams to optimize collection routes, monitor infrastructure health, and advance sustainability initiatives through predictive analytics and real-time monitoring.
| fill_level_percent | bin_status | bin_type |
|---|
| 13.24 | normal | general |
| 92.11 | maintenance_required | recycling |
| 54.67 | normal | general |
sensor_reading_idbin_idsensor_id+12 more