Dataset Preview
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.
- Downloads last month
- 71