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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 4 new columns ({'confidence', 'Release Date', 'score', 'weighted_score'}) and 1 missing columns ({'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/opensporks/fed_statements/classified_results.csv (at revision d6c38f5bc6eec5c0ebb5eba0f4f290dcdde54230)
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 1869, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Date: string
Release Date: string
Type: string
Text: string
score: double
confidence: double
weighted_score: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1070
to
{'Unnamed: 0': Value(dtype='int64', id=None), 'Date': Value(dtype='int64', id=None), 'Type': Value(dtype='int64', id=None), 'Text': 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 1392, 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 1041, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1871, 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 4 new columns ({'confidence', 'Release Date', 'score', 'weighted_score'}) and 1 missing columns ({'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/opensporks/fed_statements/classified_results.csv (at revision d6c38f5bc6eec5c0ebb5eba0f4f290dcdde54230)
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.
Unnamed: 0 int64 | Date int64 | Type int64 | Text string |
|---|---|---|---|
0 | 20,230,412 | 0 | The Federal Reserve on Wednesday released the minutes of the Federal Open Market Committee meeting that was held on March 21–22, 2023. |
1 | 20,230,412 | 0 | The minutes for each regularly scheduled meeting of the Committee ordinarily are published three weeks after the day of the policy decision. The descriptions of economic and financial conditions contained in these minutes are based solely on the information that was available to the Committee at the time of the meeting... |
2 | 20,230,412 | 0 | The minutes can be viewed on the Board's website. |
3 | 20,230,412 | 0 | For media inquiries, e-mail [email protected] or call 202-452-2955. |
4 | 20,230,412 | 0 | Minutes of the Federal Open Market Committee
March 21–22, 2023: HTML | PDF |
5 | 20,230,322 | 1 | March 21–22, 2023 |
6 | 20,230,322 | 1 | A joint meeting of the Federal Open Market Committee and the Board of Governors of the Federal Reserve System was held in the offices of the Board of Governors on Tuesday, March 21, 2023, at 10:00 a.m. and continued on Wednesday, March 22, 2023, at 9:00 a.m.1 |
7 | 20,230,322 | 1 | Attendance
Jerome H. Powell, Chair
John C. Williams, Vice Chair
Michael S. Barr
Michelle W. Bowman
Lisa D. Cook
Austan D. Goolsbee
Patrick Harker
Philip N. Jefferson
Neel Kashkari
Lorie K. Logan
Christopher J. Waller |
8 | 20,230,322 | 1 | Thomas I. Barkin, Raphael W. Bostic, Mary C. Daly, Loretta J. Mester, and Sushmita Shukla,2 Alternate Members of the Committee |
9 | 20,230,322 | 1 | James Bullard and Susan M. Collins, Presidents of the Federal Reserve Banks of St. Louis and Boston, respectively |
10 | 20,230,322 | 1 | Kelly J. Dubbert, Interim President of the Federal Reserve Bank of Kansas City |
11 | 20,230,322 | 1 | Joshua Gallin, Secretary
Matthew M. Luecke, Deputy Secretary
Brian J. Bonis, Assistant Secretary
Michelle A. Smith, Assistant Secretary
Mark E. Van Der Weide, General Counsel
Richard Ostrander, Deputy General Counsel
Trevor A. Reeve, Economist
Stacey Tevlin, Economist
Beth Anne Wilson,3 Economist |
12 | 20,230,322 | 1 | Shaghil Ahmed,4 Roc Armenter, James A. Clouse, Brian M. Doyle, Andrea Raffo, Chiara Scotti, and William Wascher, Associate Economists |
13 | 20,230,322 | 1 | Roberto Perli, Manager, System Open Market Account |
14 | 20,230,322 | 1 | Julie Ann Remache, Deputy Manager, System Open Market Account |
15 | 20,230,322 | 1 | Jose Acosta, Senior Communications Analyst, Division of Information Technology, Board |
16 | 20,230,322 | 1 | David Altig, Executive Vice President, Federal Reserve Bank of Atlanta |
17 | 20,230,322 | 1 | Kartik B. Athreya, Executive Vice President, Federal Reserve Bank of Richmond |
18 | 20,230,322 | 1 | Becky C. Bareford, First Vice President, Federal Reserve Bank of Richmond |
19 | 20,230,322 | 1 | Penelope A. Beattie,5 Section Chief, Office of the Secretary, Board |
20 | 20,230,322 | 1 | Daniel O. Beltran, Deputy Associate Director, Division of International Finance, Board |
21 | 20,230,322 | 1 | Jennifer J. Burns,5 Deputy Director, Division of Supervision and Regulation, Board |
22 | 20,230,322 | 1 | Mark A. Carlson, Adviser, Division of Monetary Affairs, Board |
23 | 20,230,322 | 1 | Todd E. Clark, Senior Vice President, Federal Reserve Bank of Cleveland |
24 | 20,230,322 | 1 | Daniel Cooper, Vice President, Federal Reserve Bank of Boston |
25 | 20,230,322 | 1 | Stephanie E. Curcuru, Deputy Director, Division of International Finance, Board |
26 | 20,230,322 | 1 | Wendy E. Dunn, Adviser, Division of Research and Statistics, Board |
27 | 20,230,322 | 1 | Burcu Duygan-Bump, Special Adviser to the Board, Division of Board Members, Board |
28 | 20,230,322 | 1 | Rochelle M. Edge, Deputy Director, Division of Monetary Affairs, Board |
29 | 20,230,322 | 1 | Matthew J. Eichner,5 Director, Division of Reserve Bank Operations and Payment Systems, Board |
30 | 20,230,322 | 1 | Ozge Akinci Emekli, Economic Research Advisor, Federal Reserve Bank of New York |
31 | 20,230,322 | 1 | Jon Faust, Senior Special Adviser to the Chair, Division of Board Members, Board |
32 | 20,230,322 | 1 | Andrew Figura, Associate Director, Division of Research and Statistics, Board |
33 | 20,230,322 | 1 | Glenn Follette, Associate Director, Division of Research and Statistics, Board |
34 | 20,230,322 | 1 | Michael S. Gibson, Director, Division of Supervision and Regulation, Board |
35 | 20,230,322 | 1 | Christine Graham,5 Special Adviser to the Board, Division of Board Members, Board |
36 | 20,230,322 | 1 | Joseph W. Gruber, Executive Vice President, Federal Reserve Bank of Kansas City |
37 | 20,230,322 | 1 | Valerie S. Hinojosa, Section Chief, Division of Monetary Affairs, Board |
38 | 20,230,322 | 1 | Jane E. Ihrig, Special Adviser to the Board, Division of Board Members, Board |
39 | 20,230,322 | 1 | Michael T. Kiley, Deputy Director, Division of Financial Stability, Board |
40 | 20,230,322 | 1 | Don H. Kim, Senior Adviser, Division of Monetary Affairs, Board |
41 | 20,230,322 | 1 | Spencer Krane, Senior Vice President, Federal Reserve Bank of Chicago |
42 | 20,230,322 | 1 | Andreas Lehnert, Director, Division of Financial Stability, Board |
43 | 20,230,322 | 1 | Paul Lengermann, Assistant Director, Division of Research and Statistics, Board |
44 | 20,230,322 | 1 | Kurt F. Lewis, Special Adviser to the Board, Division of Board Members, Board |
45 | 20,230,322 | 1 | Laura Lipscomb, Special Adviser to the Board, Division of Board Members, Board |
46 | 20,230,322 | 1 | David López-Salido, Senior Associate Director, Division of Monetary Affairs, Board |
47 | 20,230,322 | 1 | Francesca Loria, Senior Economist, Division of Monetary Affairs, Board |
48 | 20,230,322 | 1 | Byron Lutz, Deputy Associate Director, Division of Research and Statistics, Board |
49 | 20,230,322 | 1 | Fernando M. Martin, Assistant Vice President, Federal Reserve Bank of St. Louis |
50 | 20,230,322 | 1 | Thomas Mertens, Vice President, Federal Reserve Bank of San Francisco |
51 | 20,230,322 | 1 | Ann E. Misback, Secretary, Office of the Secretary, Board |
52 | 20,230,322 | 1 | Giovanni Nicolò, Senior Economist, Division of Monetary Affairs, Board |
53 | 20,230,322 | 1 | Michael G. Palumbo, Senior Associate Director, Division of Research and Statistics, Board |
54 | 20,230,322 | 1 | Marcel A. Priebsch, Principal Economist, Division of Monetary Affairs, Board |
55 | 20,230,322 | 1 | Linda Robertson, Assistant to the Board, Division of Board Members, Board |
56 | 20,230,322 | 1 | Achilles Sangster II, Senior Information Manager, Division of Monetary Affairs, Board |
57 | 20,230,322 | 1 | Krista Schwarz, Principal Economist, Division of Monetary Affairs, Board |
58 | 20,230,322 | 1 | Nitish Ranjan Sinha, Special Adviser to the Board, Division of Board Members, Board |
59 | 20,230,322 | 1 | Yannick Timmer, Senior Economist, Division of Monetary Affairs, Board |
60 | 20,230,322 | 1 | Clara Vega, Special Adviser to the Board, Division of Board Members, Board |
61 | 20,230,322 | 1 | Annette Vissing-Jørgensen, Senior Adviser, Division of Monetary Affairs, Board |
62 | 20,230,322 | 1 | Jeffrey D. Walker,5 Associate Director, Division of Reserve Bank Operations and Payment Systems, Board |
63 | 20,230,322 | 1 | Min Wei, Senior Associate Director, Division of Monetary Affairs, Board |
64 | 20,230,322 | 1 | Paul R. Wood, Special Adviser to the Board, Division of Board Members, Board |
65 | 20,230,322 | 1 | Rebecca Zarutskie, Special Adviser to the Board, Division of Board Members, Board |
66 | 20,230,322 | 1 | Recent Developments in the Banking Sector
Before turning to other agenda items, the Chair asked the Vice Chair for Supervision to provide an update on recent developments in the banking sector. The Vice Chair for Supervision described the developments, including those at Silicon Valley Bank, Signature Bank, and Credit... |
67 | 20,230,322 | 1 | Developments in Financial Markets and Open Market Operations
The manager turned first to a review of U.S. financial market developments over the intermeeting period. Early in the period, firmer-than-expected data and policy communications pushed interest rates higher and equity prices lower. Developments in the bankin... |
68 | 20,230,322 | 1 | Financial conditions tightened considerably over the intermeeting period as a whole. Market contacts observed that the recent developments in the banking system will likely result in a pullback in bank lending, which would not be reflected in most common financial conditions indexes. Following the banking-sector develo... |
69 | 20,230,322 | 1 | Regarding the outlook for inflation in the United States, market-based measures of inflation compensation over shorter horizons rose over the period, although compensation retraced a good portion of its increase later in the period as markets reacted to the developments in the banking sector. Forward inflation compens... |
70 | 20,230,322 | 1 | Regarding the outlook for monetary policy, market-based measures of policy expectations suggested that the federal funds rate would reach a peak in May 2023 and that the target range would then move lower. However, the medians of respondents' modal expectations of the federal funds rate from the Desk surveys did not sh... |
71 | 20,230,322 | 1 | The manager turned next to a discussion of operations and money markets. Federal funds volumes fell sharply for a few days late in the period as Federal Home Loan Banks (FHLBs) sought to maintain liquidity in order to meet increased demand for advances by member banks. Money market rates remained broadly stable, and se... |
72 | 20,230,322 | 1 | Borrowing from the new Bank Term Funding Program had been small relative to discount window borrowing, which had increased to record levels. Use of the overnight reverse repurchase agreement (ON RRP) facility fell, especially for money market mutual funds (MMFs), as the supply of short-term securities at attractive rat... |
73 | 20,230,322 | 1 | By unanimous vote, the Committee ratified the Desk's domestic transactions over the intermeeting period. There were no intervention operations in foreign currencies for the System's account during the intermeeting period. |
74 | 20,230,322 | 1 | Staff Review of the Economic Situation
The information available at the time of the March 21–22 meeting indicated that labor market conditions remained tight in January and February, with robust job gains and the unemployment rate near a historical low. Consumer price inflation—as measured by the 12-month percent chan... |
75 | 20,230,322 | 1 | Total nonfarm payroll employment increased at a faster monthly pace in January and February than in the fourth quarter of last year. The unemployment rate was little changed and stood at 3.6 percent in February. Over the past two months, the unemployment rate for African Americans was unchanged, on net, and the unemplo... |
76 | 20,230,322 | 1 | Recent indicators of nominal wage growth had slowed but continued to be elevated. In February, the 3-month change in average hourly earnings for all employees was at an annual rate of 3.6 percent, slower than its 12-month pace of 4.6 percent. Over the four quarters of 2022, total labor compensation per hour in the busi... |
77 | 20,230,322 | 1 | Consumer price inflation remained elevated early in the year. Total PCE price inflation was 5.4 percent over the 12 months ending in January, and core PCE price inflation—which excludes changes in consumer energy prices and many consumer food prices—was 4.7 percent. The trimmed mean measure of 12-month PCE price inflat... |
78 | 20,230,322 | 1 | Real GDP growth seemed to be expanding at a modest pace in the first quarter. Gains in consumer spending had picked up in recent months, but growth in business fixed investment was slowing and residential investment was continuing to decline. After contracting over the second half of last year, manufacturing output exp... |
79 | 20,230,322 | 1 | The nominal U.S. international trade deficit registered a record high in 2022. The trade deficit had been narrowing since March of last year but resumed widening in December and January. Real goods imports rose in December and January, led by increases in imports of consumer goods and automotive products. Real goods ex... |
80 | 20,230,322 | 1 | Indicators suggested that foreign economic growth rebounded in the first quarter of 2023 as China reopened rapidly from its COVID-19-related shutdowns and Europe's economy proved to be resilient to the energy price shock stemming from Russia's war against Ukraine and benefited from a mild winter that reduced energy dem... |
81 | 20,230,322 | 1 | Staff Review of the Financial Situation
Over the first several weeks of the intermeeting period, incoming economic data and FOMC communications appeared to refocus market participants on upside risks to inflation and policy rates, with the market-implied policy rate path steepening, nominal Treasury yields rising, nea... |
82 | 20,230,322 | 1 | Pricing in financial markets changed notably in the latter part of the intermeeting period, amid developments in the banking sector. Treasury yields and policy rate expectations moved down significantly, while broad stock price indexes rose somewhat. The market-implied policy rate path shifted down sizably, with the fe... |
83 | 20,230,322 | 1 | Late in the intermeeting period, U.S. bank stock prices declined notably. Regional banks with unusually large reliance on uninsured deposits and holdings of securities with significant unrealized mark-to-market losses experienced larger declines in stock prices. Broad equity prices rose somewhat after the closures of S... |
84 | 20,230,322 | 1 | Over the intermeeting period, foreign financial markets were volatile as investors' focus shifted from resilience in economic activity and stubbornly high core inflation across advanced economies earlier in the period to stresses in the global banking sector more recently. Earlier in the period, yields and market-based... |
85 | 20,230,322 | 1 | U.S. unsecured funding markets showed some signs of pressure later in the intermeeting period. Issuance of commercial paper (CP) and negotiable certificates of deposit (NCDs) dropped a touch over the entire period, and the fraction of CP issuance with overnight maturities increased but remained within normal ranges. Sp... |
86 | 20,230,322 | 1 | The effective federal funds rate was little changed after the closures of Silicon Valley Bank and Signature Bank. Amid these developments, federal funds volumes initially declined sharply as the FHLBs reduced their activity in the federal funds market in order to meet increased demand for advances by member banks; mark... |
87 | 20,230,322 | 1 | Borrowing costs for businesses, households, and municipalities rose notably in the early part of the intermeeting period, mostly in line with increases in the federal funds rate and Treasury yields. Since the closures of Silicon Valley Bank and Signature Bank, spreads on corporate bonds, municipal bonds, and leveraged ... |
88 | 20,230,322 | 1 | Based on data that do not cover the period following the closures of Silicon Valley Bank and Signature Bank, nonprice terms and standards appeared to tighten somewhat in a number of markets. Nevertheless, generally solid funding flows suggest that most firms and households had remained broadly able to access funding. D... |
89 | 20,230,322 | 1 | The credit quality of businesses and households was largely stable over the intermeeting period. However, measures of credit performance showed some signs of weakening. Leveraged loan credit quality deteriorated somewhat after the closures of Silicon Valley Bank and Signature Bank. Credit quality for residential mortga... |
90 | 20,230,322 | 1 | Staff Economic Outlook
For some time, the forecast for the U.S. economy prepared by the staff had featured subdued real GDP growth for this year and some softening in the labor market. Given their assessment of the potential economic effects of the recent banking-sector developments, the staff's projection at the time... |
91 | 20,230,322 | 1 | On a four-quarter change basis, total PCE price inflation was forecast to be 2.8 percent this year, with core inflation at 3.5 percent. Core goods inflation was projected to move down further this year and then remain subdued; housing services inflation was expected to peak later this year and then move down, while cor... |
92 | 20,230,322 | 1 | The staff judged that the uncertainty around the baseline projection was much greater than at the time of the previous forecast. In particular, the staff viewed the risks around the baseline projection as determined importantly by banking conditions and the implications for financial conditions. If the effects of the r... |
93 | 20,230,322 | 1 | Participants' Views on Current Conditions and the Economic Outlook
In conjunction with this FOMC meeting, participants submitted their projections of the most likely outcomes for real GDP growth, the unemployment rate, and inflation for each year from 2023 through 2025 and over the longer run. The projections were bas... |
94 | 20,230,322 | 1 | In their discussion of current economic conditions, participants noted that recent indicators pointed to modest growth in spending and production. At the same time, though, participants noted that job gains had picked up in recent months and were running at a robust pace; the unemployment rate had remained low. Inflati... |
95 | 20,230,322 | 1 | In assessing the economic outlook, participants noted that since they met in February, data on inflation, employment, and economic activity generally came in stronger than expected. They also noted, however, that the developments in the banking sector that had occurred late in the intermeeting period affected their vie... |
96 | 20,230,322 | 1 | Participants agreed that the actions taken so far by the Federal Reserve in coordination with other government agencies, as well as actions taken by foreign authorities to address banking and financial stresses outside the U.S., had helped calm conditions in the banking sector. Even with the actions, participants recog... |
97 | 20,230,322 | 1 | In their discussion of the household sector, participants noted that incoming data on real consumer expenditures showed a pickup in spending in January and February. They attributed the pickup to strong job gains, rising real disposable income, and households continuing to run down excess savings accumulated during the... |
98 | 20,230,322 | 1 | Regarding the business sector, participants observed that growth in business fixed investment was being restrained by tighter financial conditions that reflected cumulative policy firming to date. Participants expected the likely tightening of credit conditions due to the recent developments in the banking sector to fu... |
99 | 20,230,322 | 1 | Participants agreed that the labor market remained very tight. Job gains had picked up to a robust pace in January and February, and the unemployment rate remained low. Participants noted some signs of improvement in the imbalances between demand and supply in the labor market, including further declines in the quits r... |
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