Datasets:

Abdu07
/

unifi-value-frameworks-pdf-lifting-competition

License:

Dataset card Viewer Files Files and versions Community

Dataset Preview

Full Screen Viewer

Full Screen

Split (1)

train

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 2 new columns ({'Group', 'ClientMetric'})

This happened while the csv dataset builder was generating data using

hf://datasets/Abdu07/unifi-value-frameworks-pdf-lifting-competition/ActivityMetricsSynonyms.csv (at revision 7f0bf422f2c606bcf7add3b8713c21266793bb54)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              AMKEY: int64
              Group: string
              ActivityMetric: string
              ClientMetric: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 730
              to
              {'AMKEY': Value(dtype='int64', id=None), 'ActivityMetric': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 2 new columns ({'Group', 'ClientMetric'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Abdu07/unifi-value-frameworks-pdf-lifting-competition/ActivityMetricsSynonyms.csv (at revision 7f0bf422f2c606bcf7add3b8713c21266793bb54)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

AMKEY int64	ActivityMetric string
3	Advisory fees as per income statement
6	Air emissions of the following pollutants: (1) CO
7	Air emissions of the following pollutants: (2) NOx (excluding N2O)
8	Air emissions of the following pollutants: (3) SOx
9	Air emissions of the following pollutants: (4) particulate matter (PM10)
10	Air emissions of the following pollutants: (5) volatile organic compounds (VOCs)
11	ALL Administration expenses per income statement
12	All Inury Frequency Rate (Injuries/1m hrs worked)
13	Amount of assets under management, by asset class, that employ governance issues
14	Amount of assets under management, by asset class, that employ integration of environmental issues
15	Amount of assets under management, by asset class, that employ integration of environmental, social, and governance issues
16	Amount of assets under management, by asset class, that employ social issues
17	Amount of assets under management, by asset class, that employ sustainability themed investing
18	Amount of assets under management, by asset class, that employ sustainability themed screening
20	Amount of fines paid or payable due to settlements
21	Volume of Waste sent for Recycling (tonnes) – Food Waste Recovered
26	Area of forestland leased
27	Area of forestland managed by the entity
28	Area of forestland owned
29	Area of forestland restored and or rehabilitated
31	Area of forestland with protected conservation status
35	Audit committee meeting attendance rate
38	Average hours of training
41	Average number hours of health, safety, and emergency response training for full-time employees
42	Average number of hours of health, safety, and emergency response training for contract employees
43	Average number of hours of training on anti-corruption issues per year
44	The average number of hours of training on anti-corruption issues per employee
46	BBBEE procurement spend from Exempt Micro Enterprises (EMEs), Qualifyimg Small Enterprises (QSEs) & Empowering Suppliers that are >51 black owned
47	BBBEE procurement spend from Qualifyimg Small Enterprises (QSEs) as a % of total spend
48	BBBEE procurment spend from all EME's as a % of total spend
49	B-BBEE Scorecard Level
50	Percentage of black board members
51	Black female exec. directors as a % of all directors
52	Board meeting attendance rate
53	Board members between 30 - 50
54	Board members over 50
55	Board members under 30
62	Contractor costs per income statement
63	Corporate office costs per income statement
64	Cost of sales as per income statement
65	Cost relating to acquisition per income statement
66	Custom duties as per income statement
67	Depreciation as per income statement
70	Description of management approach to identifying and addressing data security risks
74	Description of approach to incorporation of environmental, social, and governance (ESG) factors in investment and/or wealth management processes and strategies
77	Description of approach to informing customers about products and services
82	Description of environmental management policies and practices for active sites
83	Description of proxy voting and investee engagement policies and procedures
86	Description of the management system for prevention of corruption and bribery throughout the value chain
90	Discussion of engagement processes and due diligence practices with respect to human rights, indigenous rights, and operation in areas of conflict
93	Discussion of management of accident and safety risks and long-term health and safety risks
95	Discussion of processes to assess and manage risks and/or hazards associated with chemicals in products
96	Discussion of process to identify and manage emerging materials and chemicals of concern on product safety
97	Discussion of process to manage risks and opportunities associated with community rights and interests
100	Discussion of strategies to reduce the environmental impact of packaging
101	Duration of strikes and lockouts
103	Economic interest (% ownership) of black people
104	Economic interest (% ownership) of black women
105	Emissions Reduction Strategy
109	Employee wages and benefits
110	Employee wages and benefits as a proportion of revenue
111	Employee wages and benefits as a proportion of revenue by gender: Male
112	Employee wages and benefits as a proportion of revenue by race
113	Energy Efficiency (Energy consumption per net value added)
114	Energy Efficiency (Energy consumption per saleable output)
115	Exercisable voting rights in the hands of black people
116	Exercisable voting rights in the hands of black women
118	Expenditure on employee training
119	Expenditure on employee training per employee
120	Expenditures on employee health and safety (Total spend on occupational safety initiatives)
121	Expenditures on employee health and safety as a proportion of revenue
122	Fatal injury frequency rate (FIFR)
123	Fatality rate
124	Finance cost per income statement
125	Financial assistance received from the government - Total monetary value of financial assistance received by the organisation from any government during the reporting period
126	Frequency/incident rates of occupational injuries
128	GHG Scope 1 emissions
129	GHG Scope 2 emissions
130	GHG Scope 3 emissions
132	Graduation of 1 or more Enteprise Development beneficiaries to Supplier Development beneficiary
133	Greenhouse Gas (GHG) intensity rate
134	Gross Value Added
135	Hazardous waste
136	Hazardous waste recycled
137	Hazardous waste recycled as a percentage of total waste
138	Hazardous waste to legal landfill
141	Income from investments per income statement
142	Industry membership contributions per income statement
143	Infrastructure development in host communities
144	Insurance expenditure per income statement
145	Investment in water and sanitation infrastructure
146	Total spend directed towards impact investments
148	Involuntary turnover rate for all employees
150	Legal fees per income statement
151	Lost-time injury frequency rate (LTIFR)
153	Maintenance costs per income statement
154	Material costs per income statement
156	Number of Medical Treatment Cases (MTCs, i.e. injuries on duty leading to medical treatment, but no lost days)
157	Medically treated injury frequency rate (MTIFR)
162	Movement in Inventories per income statement

End of preview.

README.md exists but content is empty. Use the Edit dataset card button to edit it.

Downloads last month: 57

Edit dataset card