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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
generated_at: string
input_path: string
output_path: string
docs_seen: int64
docs_chunked: int64
docs_split: int64
chunks_total: int64
avg_chunks_per_doc: double
drop_hard_split_docs: bool
hard_split_docs_seen: int64
docs_dropped_hard_split: int64
hard_split_chunks_seen: int64
hard_split_chunks: int64
max_chunk_tokens: int64
min_chunk_tokens: int64
max_tokens: int64
overlap_tokens: int64
tokenizer_repo: string
doc_limit: int64
categories: list<item: null>
  child 0, item: null
text: string
revision_ts: string
num_chunks_in_doc: int64
url: string
chunk_index: int64
hard_split: bool
overlap_tokens_from_prev: int64
crawled_at: string
title: string
overlap_tokens_target: int64
chunk_id: string
doc_id: string
lang: string
token_count: int64
to
{'chunk_id': Value('string'), 'doc_id': Value('string'), 'chunk_index': Value('int64'), 'num_chunks_in_doc': Value('int64'), 'title': Value('string'), 'categories': List(Value('null')), 'text': Value('string'), 'token_count': Value('int64'), 'overlap_tokens_from_prev': Value('int64'), 'hard_split': Value('bool'), 'lang': Value('string'), 'url': Value('string'), 'revision_ts': Value('string'), 'crawled_at': Value('string'), 'tokenizer_repo': Value('string'), 'max_tokens': Value('int64'), 'overlap_tokens_target': Value('int64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 265, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 120, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              generated_at: string
              input_path: string
              output_path: string
              docs_seen: int64
              docs_chunked: int64
              docs_split: int64
              chunks_total: int64
              avg_chunks_per_doc: double
              drop_hard_split_docs: bool
              hard_split_docs_seen: int64
              docs_dropped_hard_split: int64
              hard_split_chunks_seen: int64
              hard_split_chunks: int64
              max_chunk_tokens: int64
              min_chunk_tokens: int64
              max_tokens: int64
              overlap_tokens: int64
              tokenizer_repo: string
              doc_limit: int64
              categories: list<item: null>
                child 0, item: null
              text: string
              revision_ts: string
              num_chunks_in_doc: int64
              url: string
              chunk_index: int64
              hard_split: bool
              overlap_tokens_from_prev: int64
              crawled_at: string
              title: string
              overlap_tokens_target: int64
              chunk_id: string
              doc_id: string
              lang: string
              token_count: int64
              to
              {'chunk_id': Value('string'), 'doc_id': Value('string'), 'chunk_index': Value('int64'), 'num_chunks_in_doc': Value('int64'), 'title': Value('string'), 'categories': List(Value('null')), 'text': Value('string'), 'token_count': Value('int64'), 'overlap_tokens_from_prev': Value('int64'), 'hard_split': Value('bool'), 'lang': Value('string'), 'url': Value('string'), 'revision_ts': Value('string'), 'crawled_at': Value('string'), 'tokenizer_repo': Value('string'), 'max_tokens': Value('int64'), 'overlap_tokens_target': Value('int64')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1922, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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chunk_id
string
doc_id
string
chunk_index
int64
num_chunks_in_doc
int64
title
string
categories
list
text
string
token_count
int64
overlap_tokens_from_prev
int64
hard_split
bool
lang
string
url
string
revision_ts
string
crawled_at
string
tokenizer_repo
string
max_tokens
int64
overlap_tokens_target
int64
ext:c2b523d67472aacea1b077f87cd31419f657d2a8::chunk:0000
ext:c2b523d67472aacea1b077f87cd31419f657d2a8
0
1
[]
Money is a universally accepted medium of exchange that facilitates transactions in an economy. In a single-person economy or a closed community with no market transactions, money has no role. However, in a market-based economy, money enables the exchange of goods and services, making transactions more efficient and co...
58
0
false
unknown
Qwen/Qwen3.5-4B
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ext:6542e13e0726017f61315dd05263aadb69ca2f70::chunk:0000
ext:6542e13e0726017f61315dd05263aadb69ca2f70
0
1
[]
The barter system is a method of exchange where goods or services are traded directly without the use of money. This system requires a "double coincidence of wants," meaning both parties must have what the other wants. Money was introduced to facilitate transactions more efficiently, eliminating the need for such coinc...
59
0
false
unknown
Qwen/Qwen3.5-4B
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ext:180ec1472d51df5492d7ac5ed7327e1d340ba048::chunk:0000
ext:180ec1472d51df5492d7ac5ed7327e1d340ba048
0
1
[]
Money serves as an intermediate good that facilitates transactions between parties. It allows individuals to sell their goods or services for money and then use that money to purchase the goods or services they need. This system reduces the complexity and search costs associated with bartering, making transactions smoo...
57
0
false
unknown
Qwen/Qwen3.5-4B
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ext:3679b611c2f94e2891b9d8fc30bbb78c9e6f86dc::chunk:0000
ext:3679b611c2f94e2891b9d8fc30bbb78c9e6f86dc
0
1
[]
Money serves several crucial functions in a modern economy. The primary function is as a medium of exchange, which facilitates transactions by eliminating the need for barter. This makes trade more efficient and convenient. Other functions include serving as a unit of account, a store of value, and a standard of deferr...
61
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unknown
Qwen/Qwen3.5-4B
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ext:acb469e075b43e178d6a752104981ddc2dbff536::chunk:0000
ext:acb469e075b43e178d6a752104981ddc2dbff536
0
1
[]
Money serves as a standard unit of measurement for the value of goods and services, making it easier to compare and exchange them. By expressing the value of all goods and services in monetary units, we can determine the relative worth of different items. For example, if a wristwatch costs Rs 500 and a pencil costs Rs ...
90
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false
unknown
Qwen/Qwen3.5-4B
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32
ext:9625831b7431cf676924490fe02f238be2e405cd::chunk:0000
ext:9625831b7431cf676924490fe02f238be2e405cd
0
1
[]
Division is a fundamental arithmetic operation that involves splitting a number into equal parts or groups. It is the inverse operation of multiplication. When you divide a number by another number, you are essentially finding out how many times the second number fits into the first number. For example, dividing 10 by ...
79
0
false
unknown
Qwen/Qwen3.5-4B
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ext:67e20f672f219a4438fcc822ce50701bb84a5a5f::chunk:0000
ext:67e20f672f219a4438fcc822ce50701bb84a5a5f
0
1
[]
The purchasing power of money refers to the amount of goods and services that a unit of currency can buy. When the prices of commodities increase, the value of money decreases because it can purchase fewer goods and services. This is known as a deterioration in the purchasing power of money.
55
0
false
unknown
Qwen/Qwen3.5-4B
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ext:70a45e6899783b75cc058d6df87defaada19785d::chunk:0000
ext:70a45e6899783b75cc058d6df87defaada19785d
0
1
[]
The barter system is a method of exchange where goods or services are traded directly without the use of money. However, it has several drawbacks, including the difficulty of storing wealth over time. For instance, perishable items like rice cannot be kept indefinitely and require significant storage resources, making ...
66
0
false
unknown
Qwen/Qwen3.5-4B
512
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ext:95e7b8da350c42c80ecd7fc2406ab973b8ab1309::chunk:0000
ext:95e7b8da350c42c80ecd7fc2406ab973b8ab1309
0
1
[]
Money serves multiple functions in an economy, two of which are crucial: as a medium of exchange and as a store of value. As a medium of exchange, money facilitates transactions by providing a commonly accepted means of payment. This eliminates the need for barter, making trade more efficient. As a store of value, mone...
95
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false
unknown
Qwen/Qwen3.5-4B
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ext:055975003553fde59ebe405c2753ca338877a143::chunk:0000
ext:055975003553fde59ebe405c2753ca338877a143
0
1
[]
Inflation is a general increase in prices and fall in the purchasing value of money. Money serves several functions, one of which is acting as a store of value. This means money retains its value over time, allowing people to save and invest. However, inflation erodes the purchasing power of money, making it less effec...
101
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false
unknown
Qwen/Qwen3.5-4B
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ext:e46b1b2faa93fa554a359776181b597548be17d6::chunk:0000
ext:e46b1b2faa93fa554a359776181b597548be17d6
0
1
[]
A cashless society is an economic system where financial transactions are conducted digitally rather than using physical cash (banknotes or coins). This involves the transfer of digital information representing money between parties. In India, the government has been investing in reforms to promote financial inclusion ...
56
0
false
unknown
Qwen/Qwen3.5-4B
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ext:f49f88e4331566571252fece8b964821df33678b::chunk:0000
ext:f49f88e4331566571252fece8b964821df33678b
0
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[]
The demand for money refers to the desire of individuals, firms, and institutions to hold money rather than other forms of wealth. Money is needed for transactions, as a store of value, and for precautionary purposes. Factors affecting the demand for money include income levels, interest rates, and expectations about f...
64
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false
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Qwen/Qwen3.5-4B
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ext:78f7d8e3f9fc9d9928590f07250a7ecb64ee00f0::chunk:0000
ext:78f7d8e3f9fc9d9928590f07250a7ecb64ee00f0
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[]
The demand for money refers to the amount of money that people, businesses, and governments want to hold in liquid form (cash or easily accessible funds) rather than investing or spending it. The demand for money is influenced by several factors, including the volume of transactions, income levels, and interest rates. ...
123
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Qwen/Qwen3.5-4B
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ext:f39ad021060e51635a9ac56f3c211ec0351bce4f
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The demand for money is influenced by the rate of interest. When interest rates increase, people are less likely to hold onto cash because keeping money means they are missing out on potential interest earnings from deposits. As a result, the demand for money decreases when interest rates are high.
55
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Qwen/Qwen3.5-4B
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ext:9c3dce4ac325add0eaf44158e33cf92b687757df::chunk:0000
ext:9c3dce4ac325add0eaf44158e33cf92b687757df
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[]
Money supply refers to the total amount of money available in an economy at a specific time. It includes cash and various types of bank deposits. The money supply is managed by the central bank and the commercial banking system. The central bank, such as the Reserve Bank of India (RBI), plays a crucial role in regulati...
72
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Qwen/Qwen3.5-4B
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ext:853cb306139f3fd26e690702ee0f8ab92f39d2e2
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[]
The central bank of a country, such as the Reserve Bank of India (RBI), performs several crucial functions. These include issuing currency, controlling the money supply through methods like adjusting the bank rate, open market operations, and varying reserve ratios. The central bank also acts as the banker to the gover...
79
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false
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Qwen/Qwen3.5-4B
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ext:a166c211c97dbc138c84c7624dab33202749cbc0::chunk:0000
ext:a166c211c97dbc138c84c7624dab33202749cbc0
0
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[]
Money supply refers to the total amount of money available in an economy at a specific time. The central bank issues currency, which can be held by the public or commercial banks. This currency is known as 'high-powered money,' 'reserve money,' or 'monetary base' because it serves as the foundation for credit creation....
93
0
false
unknown
Qwen/Qwen3.5-4B
512
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ext:6c221919b136ee1712e394ec4e3da1e0013a9d2f::chunk:0000
ext:6c221919b136ee1712e394ec4e3da1e0013a9d2f
0
1
[]
The commercial banking system involves accepting deposits from the public and lending out a portion of these funds to borrowers. Banks pay interest to depositors at a lower rate than they charge borrowers, and the difference, known as the 'spread,' is the bank's profit. The process of creating deposits and loans (credi...
74
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:12ac5ee8e22df64ea1c4b585e03db77fffcdf67c::chunk:0000
ext:12ac5ee8e22df64ea1c4b585e03db77fffcdf67c
0
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[]
Money has evolved significantly over time. Initially, people used gold and other precious metals as a medium of exchange. These metals were valuable and widely accepted for trade. However, carrying and storing large amounts of metal was inconvenient. To address this, people began depositing their gold with trusted indi...
182
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:b6d8add2266970b990a11674347cc96b83ebace1::chunk:0000
ext:b6d8add2266970b990a11674347cc96b83ebace1
0
1
[]
Money evolved from precious metals to paper currency due to trust and convenience. Initially, people used gold and other precious metals for transactions. Over time, they began depositing their gold with trusted goldsmiths, like Lala. These goldsmiths issued paper receipts for the deposited gold. Eventually, these rece...
74
0
false
unknown
Qwen/Qwen3.5-4B
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ext:5c9d7c0e13042e50a59da863a6e03c1531180dfa::chunk:0000
ext:5c9d7c0e13042e50a59da863a6e03c1531180dfa
0
1
[]
Money evolved from precious metals to paper currency due to trust and convenience. Initially, gold and other precious metals served as a medium of exchange. People would trade goods and services directly for these metals. Over time, individuals began depositing their gold with trusted goldsmiths, like Lala, for safekee...
117
0
false
unknown
Qwen/Qwen3.5-4B
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32
ext:37a51150a3c939f2fb553487468376e3e4e3b81e::chunk:0000
ext:37a51150a3c939f2fb553487468376e3e4e3b81e
0
1
[]
Money serves several functions in an economy, including acting as a medium of exchange, a unit of account, a store of value, and a standard of deferred payment. In the given text, paper receipts issued by Lala act as money because they are accepted by everyone in the village as a medium of exchange. This means people c...
83
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false
unknown
Qwen/Qwen3.5-4B
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ext:7547d1ed9badbf2ee1af7547b8b6c5416a122899::chunk:0000
ext:7547d1ed9badbf2ee1af7547b8b6c5416a122899
0
1
[]
Fractional reserve banking is a system where banks keep only a fraction of their deposits in reserve. This means they lend out most of the money deposited by customers, assuming not everyone will withdraw their money at once. Imagine Lala is a banker. People deposit gold with him. Instead of keeping all the gold in his...
154
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:d0bcb856181109ce410fa065e0f30eec601460ac::chunk:0000
ext:d0bcb856181109ce410fa065e0f30eec601460ac
0
1
[]
Fractional reserve banking allows bankers to lend out most of the gold or money deposited by customers, keeping only a fraction in reserve. This system works because not all depositors withdraw their money at the same time. Lala, a banker, uses this principle. When customers deposit gold with Lala, he lends most of it ...
153
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:2b77e882390e37564f68d9e66ac86a5cd2a5eded::chunk:0000
ext:2b77e882390e37564f68d9e66ac86a5cd2a5eded
0
1
[]
Fractional reserve banking allows bankers to lend out a portion of the deposits they hold, keeping only a fraction in reserve. This system relies on the assumption that not all depositors will withdraw their funds simultaneously. For instance, if Lala, a banker, receives gold deposits, he lends out most of it while ret...
123
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:a0836dc439f05ad8eb1aaab34396f294213941b8::chunk:0000
ext:a0836dc439f05ad8eb1aaab34396f294213941b8
0
1
[]
Money supply refers to the total amount of money available in an economy at a particular point in time. It includes both physical currency and other liquid instruments, such as demand deposits. Understanding the measures of money supply is crucial for analyzing economic conditions and making informed financial decision...
82
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:6a436aec3a7bd057da8cbb78c126eb140b26eee2::chunk:0000
ext:6a436aec3a7bd057da8cbb78c126eb140b26eee2
0
1
[]
The modern banking system facilitates the transfer of funds between individuals or firms with excess money and those who need funds. People can deposit their excess funds in banks, and those who need funds can borrow from the banks in the form of loans (e.g., home loans, crop loans). People prefer to keep their money i...
73
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:87e69a0a9cb1dcafb54bd8f1b948c7dd4ab95407::chunk:0000
ext:87e69a0a9cb1dcafb54bd8f1b948c7dd4ab95407
0
1
[]
Banks provide various services, including paying interest on deposits, ensuring the safety of funds, and facilitating convenient transactions through demand deposits, cheques, and debit cards. These services make it easier and safer to manage money compared to keeping it at home.
50
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:aa7b10460ad4ce2c4c8127f8c64937b34369e1f4::chunk:0000
ext:aa7b10460ad4ce2c4c8127f8c64937b34369e1f4
0
1
[]
Fractional reserve banking is a banking system in which banks hold only a fraction of their deposit liabilities in reserve. This means that banks keep a portion of the deposited funds readily available for withdrawals, while the rest is loaned out to earn interest. The system is based on the assumption that not all dep...
70
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:b93fbd476933bc9758d640e0b99f3f002a8cead4::chunk:0000
ext:b93fbd476933bc9758d640e0b99f3f002a8cead4
0
1
[]
Money creation by the banking system refers to the process through which banks generate money in the economy. When a bank receives a deposit, it keeps a portion of it as reserves and lends out the rest. The money lent out can then be deposited in other banks, which again keep a portion as reserves and lend out the rest...
93
0
false
unknown
Qwen/Qwen3.5-4B
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32
ext:6b42de9a514f7f7718a9aab0ded2867da1ab6989::chunk:0000
ext:6b42de9a514f7f7718a9aab0ded2867da1ab6989
0
1
[]
Banks have the ability to create money through the process of lending. When a bank lends money to a borrower, it creates a new deposit in the borrower's account, effectively increasing the money supply in the economy. This is possible because banks operate on the principle that not all depositors will withdraw their mo...
93
0
false
unknown
Qwen/Qwen3.5-4B
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ext:17cf95b47717493279eed15575c4eea0f730167c::chunk:0000
ext:17cf95b47717493279eed15575c4eea0f730167c
0
1
[]
A balance sheet is a financial statement that provides a snapshot of a company's assets, liabilities, and equity at a specific point in time. Assets are what the company owns or is owed, while liabilities are what the company owes to others. The fundamental principle of a balance sheet is that total assets must equal t...
79
0
false
unknown
Qwen/Qwen3.5-4B
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ext:ee813dcccf2b7668d0579a4585d2ee379fdc88e5::chunk:0000
ext:ee813dcccf2b7668d0579a4585d2ee379fdc88e5
0
1
[]
In the context of banking, assets refer to loans given to the public and reserves kept with the Central Bank. When a bank gives a loan, it creates an asset because the loan represents a claim the bank has on the borrower. Reserves are another type of asset, which include deposits that commercial banks keep with the Res...
93
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:47d12b6df53382aa11d602cb916b3ea57b8b4ffd::chunk:0000
ext:47d12b6df53382aa11d602cb916b3ea57b8b4ffd
0
1
[]
Banks play a crucial role in the economy by managing deposits and loans. Deposits are assets for banks, which can be withdrawn by customers. Commercial banks, such as the State Bank of India (SBI), maintain their reserves with the Reserve Bank of India (RBI). The total assets of a bank include its reserves and the loan...
101
0
false
unknown
Qwen/Qwen3.5-4B
512
32
ext:7baf4e6609a9faeaa0e2055d61f31969d8762e8a::chunk:0000
ext:7baf4e6609a9faeaa0e2055d61f31969d8762e8a
0
1
[]
A balance sheet is a financial statement that provides a snapshot of what a company owns and owes, as well as the amount invested by shareholders. The fundamental accounting principle is that the balance sheet must balance, meaning that assets must equal liabilities plus equity (net worth). Net worth is calculated as t...
86
0
false
unknown
Qwen/Qwen3.5-4B
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32
ext:cfbb39567d7b7c1540536070203a41179131107b::chunk:0000
ext:cfbb39567d7b7c1540536070203a41179131107b
0
1
[]
Money supply refers to the total amount of money available in an economy at a particular point in time. The money multiplier is a measure that shows the maximum amount of commercial bank money that can be created by a given unit of central bank money. In simple terms, it's how much the banking system can expand the ini...
67
0
false
unknown
Qwen/Qwen3.5-4B
512
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ext:7c7081846cd780321d964953e6cc349e8825c16a::chunk:0000
ext:7c7081846cd780321d964953e6cc349e8825c16a
0
1
[]
Banks create money through the process of lending, which increases the total money supply. However, there is a limit to how much money banks can create. This limit is set by the Central Bank (RBI) through reserve requirements. The RBI mandates that banks must keep a certain percentage of their deposits as reserves to p...
72
0
false
unknown
Qwen/Qwen3.5-4B
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ext:30eb42ce7e352a19adc504da4158c35c9543d093::chunk:0000
ext:30eb42ce7e352a19adc504da4158c35c9543d093
0
1
[]
The Cash Reserve Ratio (CRR) and Statutory Liquidity Ratio (SLR) are key concepts in banking and financial systems. The CRR is the percentage of a bank's total deposits that it must keep as cash reserves with the central bank. The SLR, on the other hand, is the percentage of deposits that banks must maintain in the for...
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The reserve ratio is a regulatory requirement that mandates banks to hold a certain percentage of their deposits in reserve, rather than lending them out. This ratio limits the amount of credit that banks can create. For example, if the reserve ratio is 20%, a bank with Rs 100 in deposits must keep Rs 20 in reserve and...
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The reserve ratio, also known as the cash reserve ratio (CRR), is a regulatory tool used by central banks to control the amount of money that commercial banks must hold in reserve against deposits. In this context, the reserve ratio is 20%, meaning the bank must keep 20% of its deposits as reserves. The remaining 80% c...
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Commercial banks create money through a process called the money multiplier effect. When a bank receives a deposit, it is required to keep a certain percentage as reserves, determined by the central bank. The rest of the money can be lent out, which eventually returns to the banking system as new deposits. This cycle r...
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The Money Multiplier Process is a concept in economics and banking that explains how banks can create money through lending activities. When a bank receives a deposit, it is required to keep a certain percentage as reserves (known as the reserve ratio). The remaining amount can be lent out, which in turn creates new de...
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Commercial banks create money through the process of lending. When a bank receives deposits, it is required to keep a certain percentage as reserves with the central bank (RBI). The remaining amount can be lent out. The loans given by the bank become deposits for the borrowers, who may deposit this money back into the ...
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A balance sheet is a financial statement that provides a snapshot of a company's assets, liabilities, and equity at a specific point in time. Assets are what the company owns, liabilities are what the company owes, and equity represents the ownership interest in the company. The fundamental accounting equation is Asset...
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Banks are required to keep a certain percentage of their deposits as reserves, known as the Cash Reserve Ratio (CRR). The remaining funds can be loaned out, which creates new money in the economy. This process is known as money creation. The money supply (M1) includes currency in circulation and demand deposits. In the...
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ext:3d8888afd380341f0995d7542e53e0f9cd557f8c
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Money creation refers to the process by which the money supply of a country is increased. Central banks, such as the Reserve Bank, play a crucial role in this process. They can influence the money supply through various policy tools, including controlling the amount of reserves that commercial banks must hold. The mone...
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The Reserve Bank of India (RBI) plays a crucial role in managing the economy by controlling the money supply. It uses various tools, both quantitative and qualitative, to regulate the amount of money circulating in the economy. Quantitative tools directly influence the money supply by changing the amount of money in ci...
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ext:3569088d3135c4dcf40fc40c2d60d29b758e7c77
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Monetary policy refers to the actions taken by a central bank to control the money supply and influence economic activity. This includes quantitative tools like changing the Cash Reserve Ratio (CRR), bank rate, or conducting open market operations. Qualitative tools involve persuasion by the central bank to influence c...
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ext:cd83cb2fd4accb74e38c58fe235bca94e327185c
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Money supply refers to the total amount of money available in an economy at a specific time. Monetary policy, managed by the central bank (such as the Reserve Bank of India, RBI), influences the money supply through various tools like changing the reserve ratio and open market operations. The reserve ratio is the fract...
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ext:1b1670af89c438ecf49a9b9775994a9ec8289590
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Monetary policy involves actions taken by a central bank, such as the Reserve Bank of India (RBI), to control the money supply in the economy. When the RBI buys government bonds in the open market, it increases the money supply by injecting funds into the economy. Conversely, when the RBI sells government bonds, it red...
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ext:95cf5a06b9474261e7bb4661553c23de028395bc
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Open market operations are tools used by central banks to control the money supply in an economy. There are two main types: outright and repo. Outright operations involve the permanent purchase or sale of securities by the central bank, which either injects or withdraws money from the economy. Repo operations, on the o...
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ext:19aaf30547029e7abc4870557ab321a764d93a37
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A repurchase agreement, commonly known as a "repo," is a financial transaction where one party sells securities to another party with the agreement to repurchase those securities at a later date at a predetermined price. The difference between the sale price and the repurchase price represents the interest rate, known ...
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ext:8508580191257b7838a110e8564e6f70dc1cd6a6
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Monetary policy involves the management of money supply and interest rates by a central bank, such as the Reserve Bank of India (RBI). Repo rate is the rate at which the central bank lends money to commercial banks against securities. Reverse repo rate is the rate at which the central bank borrows money from commercial...
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ext:e0a667fc520e1cbf4364adbcf4550087d87c8ce6
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1
[]
Monetary policy refers to the strategies used by central banks, like the Reserve Bank of India (RBI), to control the money supply and influence economic activity. One key tool of monetary policy is the Bank Rate, which is the interest rate at which the RBI lends money to commercial banks. By adjusting the Bank Rate, th...
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ext:58244957daad717bf244377790e4d7e0a2916504
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Money supply refers to the total amount of money available in an economy at a particular time. Central banks can influence the money supply through various tools, one of which is the bank rate. A fall in the bank rate can increase the money supply by making borrowing cheaper, which encourages businesses and individuals...
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ext:dffeeae9504f7702a5235a07bcd5e674d9567391
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Liquidity preference refers to the desire of individuals and businesses to hold money (cash or highly liquid assets) rather than other types of assets. This preference is driven by the need to balance the advantage of having readily available funds (liquidity) against the opportunity cost of not earning interest on tha...
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ext:bdbd56218517b34af54c88513fcaa25267d67b60
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Money management, banking, and the flow of income and expenditure are crucial concepts to understand. People typically earn money at certain intervals, like weekly or monthly, but they spend it continuously on daily needs. This discrepancy between earning and spending requires effective management of cash balances. Eff...
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ext:2f9f33dc53b3557eb0e8230e00c6dfec1a002f30
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Money management, banking, and the flow of income and expenditure are crucial concepts in economics. People typically earn money at intervals, such as monthly salaries, but spend it continuously on daily needs. This discrepancy necessitates effective cash management to ensure that expenses do not exceed income. Banking...
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ext:68647db499d1bfb7f85e47c0eec2aadb8246bbe6
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Money management, banking, and the flow of income and expenditure are interconnected concepts crucial for financial stability. People typically earn money at intervals, such as through salaries or business profits, but spend it continuously on daily needs and other expenses. This discrepancy necessitates effective cash...
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ext:969d1c02882f4b25847080de5eb087cf42f2c234
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In a simple economy with one worker and one firm, the worker earns Rs 100 at the beginning of the month and spends it on the firm's output by the end of the month. Initially, the worker has Rs 100, and the firm has Rs 0. By the end of the month, the firm has Rs 100 from sales, and the worker has Rs 0. On average, both ...
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ext:f5779ff69218c03be53e1fbb69fab0d5b1242e50
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The transaction demand for money refers to the amount of money that individuals and businesses hold to facilitate their day-to-day transactions. It is a component of the overall demand for money in an economy. The transaction demand for money is typically a fraction of the total volume of transactions that occur within...
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ext:f3af26b385253148f5af9bf300ed8ba55140d76b
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The velocity of circulation of money refers to the number of times a unit of currency is used in transactions within a specific period. In the given text, the equation \( MdT = k \cdot T \) represents this concept, where \( M \) is the money supply, \( d \) is the average number of times a unit of money is used, \( T \...
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ext:457198981fa7eb334ed2f4cd7fc05f5dae7cc6dc
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1
[]
The velocity of circulation of money refers to the number of times a unit of money is used to purchase goods and services within a given period. It is a measure of how quickly money is moving through the economy. In simpler terms, it is the average frequency with which a unit of money is spent in a specific period, suc...
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ext:bd002f8f1e9ff4a866409f7fde1f17b4ee937afe
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The velocity of money is a measure of how frequently money is exchanged in the economy over a specific period. It indicates the number of times one unit of currency is used to purchase goods and services within a given time frame, such as a month or a year. This concept is crucial in economics as it helps understand th...
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ext:66307f275a9a7317b1785cdb46eaaa91a9f6a808::chunk:0000
ext:66307f275a9a7317b1785cdb46eaaa91a9f6a808
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The total value of monetary transactions made with money over a period of time is called a flow variable. This concept is important in understanding the relationship between the total demand for money in an economy and the nominal GDP. Nominal GDP is the total value of all goods and services produced in an economy, inc...
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ext:99fa00df27318b04027ebe498cf058e105fa2bb7::chunk:0000
ext:99fa00df27318b04027ebe498cf058e105fa2bb7
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1
[]
The total value of monetary transactions made with a stock, like money, over a period is a flow variable. This concept is crucial in economics. It connects the overall transaction demand for money in an economy with the nominal GDP. This includes transactions involving all intermediate goods and services, not just fina...
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ext:97049a0a44778cb7db6de47b9b6ba51886e90e39::chunk:0000
ext:97049a0a44778cb7db6de47b9b6ba51886e90e39
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1
[]
The total value of monetary transactions made with a stock, like money, over a period is a flow variable. This concept is crucial in understanding the aggregate transaction demand for money in an economy. This demand is directly related to the nominal GDP, which includes transactions involving all intermediate goods an...
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ext:2f5ac03b9ad8aed535b8c40bace7489a35fc46ac::chunk:0000
ext:2f5ac03b9ad8aed535b8c40bace7489a35fc46ac
0
1
[]
The transaction demand for money refers to the amount of money that people and businesses hold to facilitate day-to-day transactions. This demand is influenced by the nominal GDP (Gross Domestic Product), which is the total value of all goods and services produced in an economy at current market prices. The relationshi...
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ext:d776c907bf4097c2f12031fe6a23ffaadf81d3c7::chunk:0000
ext:d776c907bf4097c2f12031fe6a23ffaadf81d3c7
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1
[]
Money and banking are fundamental concepts in economics that deal with the management and circulation of money in an economy. The transaction demand for money refers to the amount of money people need to carry out their daily transactions. This demand is influenced by the real GDP (Y), which represents the total value ...
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ext:66e39280a6bac5c3053fa9ab06fd1ce2c27a6851::chunk:0000
ext:66e39280a6bac5c3053fa9ab06fd1ce2c27a6851
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1
[]
A bond is a financial instrument representing a loan made by an investor to a borrower (typically corporate or governmental). Bonds are used by companies, municipalities, states, and sovereign governments to finance projects and operations. Owners of bonds are debtholders, or creditors, of the issuer. Bonds typically i...
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ext:52f50643096f01ac94c07a0789174c46275c277d
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Simple Interest is calculated on the principal amount of a loan or investment. It is determined by multiplying the principal amount by the rate of interest and the time period. Compound Interest, on the other hand, is calculated on the principal and also on the accumulated interest of previous periods. It involves mult...
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ext:2820908652fda8183fa3cfcd0d4224278ee57392::chunk:0000
ext:2820908652fda8183fa3cfcd0d4224278ee57392
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Present value is the current value of a future sum of money or stream of cash flows given a specified rate of return. It is calculated by discounting the future cash flows at the given rate of interest. This concept is crucial in finance and economics for comparing the value of money over time.
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ext:0cb888230752b68dc729355e4b0449c1a77db3e9
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1
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Present Value (PV) is the current value of a future sum of money or stream of cash flows given a specified rate of return. In the context of bonds, the PV represents the amount that needs to be invested today to receive a future payout. When a bond is sold at a discount (below its face value), it is considered more att...
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ext:4bdc9d0bdb0def30c15f60adac6d1d878592f20c::chunk:0000
ext:4bdc9d0bdb0def30c15f60adac6d1d878592f20c
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Bond pricing is a fundamental concept in finance that involves determining the value of a bond based on its future cash flows and the prevailing interest rates. The price of a bond is influenced by the market rate of interest. When the interest rate increases, the present value of future cash flows decreases, leading t...
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ext:8a202859fe08cc53a77ed34f181faaa48f342605::chunk:0000
ext:8a202859fe08cc53a77ed34f181faaa48f342605
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The price of a bond and the market rate of interest have an inverse relationship. This means that when the market interest rate increases, the price of existing bonds decreases, and vice versa. This relationship is crucial in understanding how bond prices fluctuate based on changes in interest rates, which are influenc...
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ext:f0c8491d52dcef95edc44d6ba296c97f37018674::chunk:0000
ext:f0c8491d52dcef95edc44d6ba296c97f37018674
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The relationship between bond prices and interest rates is inversely proportional. When interest rates rise, the price of existing bonds typically falls. This is because new bonds issued at higher interest rates become more attractive, leading to a decrease in demand for older bonds with lower interest rates. Consequen...
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ext:0b484720d04782000fb0810cf9452a0a07136bb4::chunk:0000
ext:0b484720d04782000fb0810cf9452a0a07136bb4
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The speculative demand for money refers to the amount of money that people hold in anticipation of changes in interest rates and bond prices. When interest rates are high, people expect them to fall in the future, leading to capital gains from holding bonds. Therefore, they convert their money into bonds, reducing the ...
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ext:b2775c6528ac0d7629c9953e825a55cdcffbfcdc::chunk:0000
ext:b2775c6528ac0d7629c9953e825a55cdcffbfcdc
0
1
[]
The speculative demand for money refers to the demand for money that people hold to take advantage of changes in the interest rates, particularly in the bond market. When interest rates are expected to fall, people anticipate a rise in bond prices (since bond prices and interest rates are inversely related). Therefore,...
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ext:8e3ca0b9c2f18f861c080ed1a4f7fca8b35dc7fe::chunk:0000
ext:8e3ca0b9c2f18f861c080ed1a4f7fca8b35dc7fe
0
1
[]
When the amount of money available in the economy (money supply) increases, people often use this extra money to buy bonds. Bonds are financial instruments that governments or companies issue to raise money. As more people buy bonds, the demand for bonds goes up, causing their prices to rise. Interest rates and bond pr...
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ext:be0b487d1a50485c73014a0724c402a3653aab2c::chunk:0000
ext:be0b487d1a50485c73014a0724c402a3653aab2c
0
1
[]
When the amount of money circulating in the economy increases, people often use this additional money to buy bonds. Bonds are financial instruments that governments and corporations issue to raise funds. As more people buy bonds, the demand for bonds goes up, leading to an increase in bond prices. Interest rates and bo...
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ext:06a10883b466a45b68de136af3f4384842ef53aa::chunk:0000
ext:06a10883b466a45b68de136af3f4384842ef53aa
0
1
[]
When the money supply in an economy increases, people often use the extra money to buy bonds. This higher demand for bonds pushes up their prices. As bond prices rise, the interest rates they offer decrease. Interest rates can be thought of as the cost of holding money. Therefore, an increase in the money supply reduce...
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ext:56a6794e682ed5c216a4f987d94ab46e8d738d8e::chunk:0000
ext:56a6794e682ed5c216a4f987d94ab46e8d738d8e
0
1
[]
Money and banking involve the study of financial systems, including the creation, circulation, and management of money, as well as the role of banks and financial institutions in the economy. This topic covers concepts such as interest rates, bonds, and the impact of monetary policy on the economy. Understanding these ...
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ext:9f3ad3314c1adfd462d1cc8bbb1b942899902024::chunk:0000
ext:9f3ad3314c1adfd462d1cc8bbb1b942899902024
0
1
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A liquidity trap is a situation in economics where monetary policy becomes ineffective because people hoard cash and the demand for money becomes infinitely elastic. This occurs when interest rates are extremely low, and people expect them to rise in the future, leading to a preference for holding cash rather than inve...
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ext:0a19ab683aa0960049ae9ec0296ce2976a8b0888::chunk:0000
ext:0a19ab683aa0960049ae9ec0296ce2976a8b0888
0
1
[]
The speculative demand for money refers to the amount of money people hold in anticipation of future changes in interest rates and bond prices. When the economy is in a liquidity trap, interest rates are very low, and people expect them to rise in the future. As a result, everyone prefers to hold money rather than bond...
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ext:819cb9bdfcc876270cb9ec5a6f14fcd52403aca8::chunk:0000
ext:819cb9bdfcc876270cb9ec5a6f14fcd52403aca8
0
1
[]
Money demand in an economy has two main parts: transaction demand (MdT) and speculative demand (MdS). Transaction demand is the money people need for daily purchases and payments. Speculative demand is the money people hold onto for future investments or emergencies. Total money demand (Md) is affected by several facto...
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ext:f648bb4418ded8436caaa74200b0a33fd203eba0::chunk:0000
ext:f648bb4418ded8436caaa74200b0a33fd203eba0
0
1
[]
Money demand in an economy has two main components: transaction demand (MdT) and speculative demand (MdS). Transaction demand refers to money needed for everyday transactions, while speculative demand involves money held for potential future investments. The total money demand (Md) is affected by income (Y), price leve...
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ext:a72af34bc041a52da905bb493be4f23e69a02ce9::chunk:0000
ext:a72af34bc041a52da905bb493be4f23e69a02ce9
0
1
[]
Money demand in an economy comprises two main components: transaction demand (MdT) and speculative demand (MdS). Transaction demand refers to the money needed for everyday transactions, while speculative demand involves holding money for potential future investments. The total money demand (Md) is affected by several f...
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ext:315d0eee9b96335f88bf084d28ad521ba7254e35
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Money includes currency notes and coins issued by the government, as well as demand deposits in commercial banks, which are payable on demand. Other deposits, like fixed deposits, have a fixed maturity period and are called time deposits.
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Fiat money, such as currency notes and coins, has value because it is declared as legal tender by the government. The physical materials used to make the money (paper for notes, metal for coins) have negligible intrinsic value. People accept fiat money in exchange for goods and services because the government guarantee...
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Fiat money is a type of currency that is declared legal tender by a government but does not have intrinsic value, unlike gold or silver coins. It derives its value from government regulation and public acceptance. Legal tender refers to any form of payment that, by law, cannot be refused for the settlement of debts, bo...
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Money supply refers to the total amount of money available in an economy at a particular point in time. It includes currency in circulation and demand deposits (money in savings and current accounts). The Reserve Bank of India (RBI) publishes figures for different measures of money supply, namely M1, M2, M3, and M4. M1...
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Money supply refers to the total amount of money available in an economy at a specific point in time. It includes various forms of money like currency in circulation, demand deposits, savings deposits, and other liquid assets. The money supply is categorized into different measures (M1, M2, M3, M4) based on the type of...
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Money supply refers to the total amount of money available in an economy at a specific time. It is categorized into different measures based on liquidity, which is the ease with which an asset can be converted into cash. M1 and M2 are considered narrow money, being more liquid and readily available for transactions. M3...
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Demonetisation is a process where a country's government decides to withdraw the legal tender status of a particular currency unit. In November 2016, the Government of India initiated demonetisation to address issues such as corruption, black money, terrorism, and the circulation of fake currency. Old currency notes of...
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Demonetization is the act of stripping a currency unit of its status as legal tender. It is typically enforced by a government, and it involves withdrawing the currency unit from circulation. In the context of the text, the Indian government demonetized certain currency notes to combat issues like counterfeiting and bl...
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Demonetization is a process where a country's currency notes are withdrawn from circulation and replaced with new notes. This can have both short-term and long-term effects on the economy. Initially, it may lead to a shortage of currency, causing disruptions in economic activities. However, over time, it can improve ta...
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Demonetisation is a process where a currency unit's status as legal tender is removed. This means that the currency notes of a particular denomination are no longer valid for transactions. The primary goal of demonetisation is to curb black money, reduce tax evasion, and shift transactions from the cash economy to the ...
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Money serves as a medium of exchange, facilitating transactions and overcoming the limitations of barter exchange, such as the lack of double coincidence of wants. In modern economies, money is held for transaction and speculative motives. The supply of money includes currency, coins, and bank deposits, categorized as ...
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Money supply refers to the total amount of money available in an economy at a specific time. It includes both physical currency and demand deposits. The Reserve Bank of India (RBI) regulates the money supply to maintain economic stability. RBI uses various tools such as controlling high-powered money (currency and rese...
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Money supply refers to the total amount of money available in an economy at a specific time. It includes physical currency, demand deposits, and other liquid money. Managing the money supply is crucial for economic stability, especially in the face of external shocks such as financial crises, natural disasters, or glob...
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End of preview.

External EN Econ Explanation + Article CPT (512/32)

외부 4개 소스(설명형 + 기사형)를 병합/정제/청킹한 영어 CPT 코퍼스입니다.

Sources

  • KadamParth/NCERT_Economics_12th (Explanation)
  • KadamParth/NCERT_Business_Studies_12th (Explanation)
  • KadamParth/NCERT_Accounting_12th (Explanation)
  • XJCEO/bloomberg_financial_news_120k (Article)

Processing Pipeline

  1. Merge target fields only (Explanation, Article)
  2. External cleaning:
  • <|endoftext|> artifact split/cleanup
  • Bloomberg contact boilerplate tail removal
  • table/separator noise removal (====, YOY% 등)
  • leading/trailing sentence-fragment trimming
  1. Exact dedup
  2. Sentence-aware chunking
  • tokenizer: Qwen/Qwen3.5-4B
  • max_tokens=512, overlap_tokens=32
  • docs with any hard_split dropped

Latest Build (2026-03-31)

From external_econ_clean_summary.json and external_econ_chunks_sentence_512_32_summary.json:

  • docs_after_exact_dedup: 123,336
  • docs_chunked: 123,164
  • docs_split: 48,191
  • chunks_total: 205,614
  • avg_chunks_per_doc: 1.6694
  • docs_dropped_hard_split: 172
  • hard_split_chunks in output: 0

Files

  • external_econ_dedup.jsonl
  • external_econ_clean_summary.json
  • external_econ_chunks_sentence_512_32.jsonl
  • external_econ_chunks_sentence_512_32_summary.json

Notes

  • 원본 소스별 라이선스/사용조건은 각각 상이할 수 있습니다.
  • 실제 학습/배포 전, 소스별 라이선스와 사용 정책을 반드시 확인하세요.
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