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RahulPanwar
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Forex-Augmented-Dataset

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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 1 new columns ({'paraphrased_title'}) and 2 missing columns ({'ticker', 'paraphrased_array'}).

This happened while the csv dataset builder was generating data using

hf://datasets/RahulPanwar/Forex-Augmented-Dataset/Chatgpt.csv (at revision 0f8a016141f531eb9262e6e4552cb3ce8e09b086)

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
              true_sentiment: string
              paraphrased_title: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 524
              to
              {'true_sentiment': Value(dtype='string', id=None), 'ticker': Value(dtype='string', id=None), 'paraphrased_array': 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 1 new columns ({'paraphrased_title'}) and 2 missing columns ({'ticker', 'paraphrased_array'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/RahulPanwar/Forex-Augmented-Dataset/Chatgpt.csv (at revision 0f8a016141f531eb9262e6e4552cb3ce8e09b086)
              
              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)

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true_sentiment string	ticker string	paraphrased_array string
Positive	EURCHF	. failure to benefit from the ecbs'hawk of determination. bankbz..
Positive	EURCHF	. eusef trend higher may remain in place...
Neutral	EURCHF	. does a jump in eurchf point to a break above 108 in euccd in soc?.
Positive	EURCHF	. euref could extend its advance back to levels between 102 and 104. muf..
Positive	EURCHF	. eurchf to head higher towards 10130 and projections of 1024010300. soc..
Positive	EURCHF	. euruf room for the euro to extend the move higher. muf..
Neutral	EURCHF	..chf peaks its run higher at the 200 bar ma on the 4 hour chart and 38. 2 % retrace..
Positive	EURCHF	..xf reaches 38. 2 % of the 2 year range as run higher..
Negative	EURCHF	. eucf bias would be for stronger franc but waiting for clearer snb monetary policy stance. credit sui..
Negative	EURCHF	. new lows for the eurusd. eurf down as well and tests its 200 day ma..
Positive	EURCHF	. eurh is still continues to rise toward the 10500 area. muf..
Positive	EURCHF	. eusc continues to remain well supported amid widening ecbsnb policy gap convergence with ci..
Positive	EURCHF	..r has advantage to usd chf and gbp / td..
Negative	EURCHF	the.nb jordan : price stability does not happen automatically. eurchf lower on the day..
Positive	EURCHF	..xlive americas fx news wrap : bank of england and ecb raise rates by 50 basis..
Neutral	USDJPY	..jpy moves toward the 38. 2 % of the move up and bounce..
Positive	EURCHF	. modest chf weakness against the eur in the month ahead of hs..
Positive	EURCHF	. rate differentials moving in favour of the euro and risk rally should help eu eurof...
Negative	EURCHF	. euseow upper end less attractive as snb likely to remain alarmed for now. bankbz..
Neutral	USDJPY	..jpy trades within a key swing area between 1. 31297 to 1. 3156..
Negative	GBPUSD	. gbzd moves back toward falling 100 hour..
Positive	EURUSD	. new highs for the eurusd. what next?.
Neutral	EURCHF	. eustorow the lower end remains attractive to bankmerz..
Positive	USDJPY	..jpa extends higher. tests january high / swing area.
Neutral	AUDUSD	. both the nzdusd and the audusd stall at the 200 hour ma..
Neutral	AUDUSD	. audsd has high resistance..
Neutral	EURUSD	..rusd consolidates above and below 1000 hour ma into the close.
Positive	GBPUSD	..zt trades back above 100 hour ma. can it stay above and push above the 200 hour ma?.
Neutral	USDJPY	. video : the aftermath of the us cpi. what levels are in play for the eurusd, usdjpy & gbpus..
Positive	USDJPY	. usdjpy prints new session..
Positive	GBPUSD	. gbzd appears to close above the 200 hour..
Neutral	EURUSD	..rusd settling between 100 / 200 hour ma after day extreme targets are tested.
Positive	EURUSD	..rusd now up on the day. above the close from yesterday at 1. 06..
Neutral	AUDUSD	) audsd price analysis bears and bulls about to stand off at key 060..
Neutral	AUDUSD	..a governor lowe's testimony high inflation is damaging and corrosive.
Negative	AUDUSD	..a the bankers speak up following this weeks disappointing labour market data.
Negative	AUDUSD	. audsd drops below 06900 as rba talks fail to win hawk. fed..
Neutral	USDJPY	. japan finance minister boj nominees selected with eye on price target..
Positive	USDJPY	. usdjpy picks up bids above 13400 as boz vs fed battle intensifies amid strong..
Negative	AUDUSD	. audsd price analysis bears take a breather on the way to 200dm..
Positive	USDJPY	..jpy syncs with ytd peak with r00 mark amid broad based usd..
Negative	AUDUSD	. audss drops to its lowest level since january at mid0680s with strong..
Positive	GBPUSD	. uk retail. jump 05 mom in january vs 03..
Neutral	GBPUSD	. gbpusd bears take a breather around single day low of n50 on upbeat uk retail..
Negative	GBPUSD	. gbpusd risks a probable drop to n00 u..
Negative	USDJPY	. usdj expected to slide toward 500 in three months. dansde..
Positive	GBPUSD	. gbpusd to break topside of 1185012450 range post a consolidation phase with credit sui..
Negative	AUDUSD	. audud further weakness remains in the pipeline. u..
Positive	USDJPY	. usdjp door open to extra support in the short term. uob.
Negative	EURUSD	..rus. falls to 6week lows near a30 dollar remains..
Negative	GBPUSD	. gbpusd slides below 200 dma support is vulnerable near its lowest level since..
Neutral	EURUSD	. eurusd to peak in q1 2024 rather than in q4 2023. bankmerz..
Negative	GBPUSD	. boe would like to end its rate hike cycle sooner rather than later. bankbz..
Neutral	EURUSD	. eurusd set to head lower but holding above parity with dans dans..
Negative	EURUSD	. eurusd signs of drifting lower but slowly. ocbc.
Positive	USDJPY	..jpy price analysis up to fresh ytd top is poised to appreciate..
Neutral	EURUSD	. ecbs villeroy need to aim to be more predictable with our..
Neutral	GBPUSD	the eus se vuovic good progress made in br euit talks.
Negative	EURUSD	. eurusd overshoot to support at 10460 cannot be excluded as a risk. scotia..
Negative	AUDUSD	. audusd price analysis remains heavily offered seems vulnerable below 50 % sm..
Negative	EURUSD	. eurusd price analysis further weakness could revisit 106..
Negative	GBPUSD	. gbpusd scope for a sizeable move lower to 112. scotia..
Negative	USDJPY	. eurusd to reach 114 usdj and to sink toward 121 by yearend. bnp paribas.
Positive	GBPUSD	. gbvd gains traction and gains 12000 as the gbp prepares for daily losses.
Positive	GBPUSD	. gbpusd back above swing. after low from last week...
Negative	AUDUSD	. audusd fluctuates around 06877 but ended the week with..
Positive	AUDUSD	. audu..s off swing to..
Negative	AUDUSD	. audsd pushes to the low floor after key to resistance held at session..
Positive	EURUSD	..rusd reaches to 100 hour ma..
Positive	EURUSD	. eurusd price analysis us dollars failure above 10420 dxy opens risk to 10720s.
Neutral	AUDUSD	. audud retraces back to unchanged on the day.
Positive	AUDUSD	. audsd advances towards 06900 despite renewed us inflation recovery..
Negative	USDJPY	..jpy price analysis bears on the look out for a break to 132..
Negative	GBPUSD	. rishi sunak forced to take pause in protocol..
Negative	GBPUSD	. gbpusd fades flash off sixweek low near 12030 as uk pmis fed to lo..
Neutral	EURUSD	. eurusd stays defensive around e00 ahead of eurozone pmis fed..
Negative	AUDUSD	. audusd price analysis shrinks towards x800 support..
Positive	USDJPY	..jpy prints mild gains above 13400 as sour sentiment fede joins firmer yields.
Positive	AUDUSD	..dsd refreshes day high above 06880 as pboc keeps lps..
Negative	EURUSD	. eurusd price analysis remains pressured towards 1063015 support..
Neutral	USDJPY	..s pm kishida is requesting a meeting of the united nations security council on north korean..
Negative	GBPUSD	. gbpusd price analysis slides towards 12000 as bears eye. battle with key d..
Neutral	AUDUSD	. us and taiwan may sign a bilateral trade agreement earlier than expected this year. report.
Negative	USDJPY	..j offers to buy jpy175 trillion worth of jgbs on monday.
Negative	USDJPY	. usdj will sell on to above rs0. citi bank.
Neutral	USDJPY	..jpy price analysis needs acceptance above 13500 for a fresh..
Neutral	EURUSD	. eurusd aims to recapture 10700 as risk appetite recovers fed minutes in..
Positive	AUDUSD	..dd. 06900 as usd index extends losses rba and fomc minutes the tlight.
Neutral	EURUSD	. eurusd diminishing bets for a move below 1067. u..
Neutral	GBPUSD	..td eyes 12050 as risk off impulse cools down further ahead of usuk pm..
Neutral	GBPUSD	. fx option expiries for feb 20 ny..
Negative	GBPUSD	. gbpusd further losses are below g000 uob.
Neutral	USDJPY	..jpy consolidates in a narrow range manages to holds above 13400..
Neutral	AUDUSD	. rba terminal cash rate of 41 by may 2017 an..
Negative	EURUSD	. eurusd hawkish set of fomc minutes required to see a break to 105 minutes..
Positive	AUDUSD	. auchd a deeper pullback is not favoured by u..
Neutral	EURUSD	. french finmin le maire inflation should ease off from the middle of this year.
Neutral	EURUSD	. eurusd meets some resistance just above 107..
Negative	AUDUSD	. audusd clings to intraday gains around 06900 mark lacks bullish..
Neutral	USDJPY	. boj's ama is appropriate to maintain current policy given underlying price..

End of preview.

Dataset Card for Dataset Name

This dataset is creasted using the paraphrasing the text by BERT and ChatGPT of the FOREX dataset available on Zenodo.

Dataset Details

Dataset contains two columns - True_sentiment and Text True_sentiment contains the manually annotated sentiment of the news headlines and The Text column contains the news headlines from the Websites - FXSTREET and ForexLive

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