Data
Foreign-Exchange-Rate-(1994---2020)

Foreign-Exchange-Rate-(1994---2020)

active ARFF GPL 2 Visibility: public Uploaded 24-03-2022 by Elif Ceren Gok
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Context The currency exchange rate is a key determinants of a country's relative level of economic health. It plays an essential role in a country's level of trade, which is critical to most every free market economy in the world. Content This dataset starts from 3 Jan 1994 to 28 Feb 2020. This is a raw dataset, with the presence of blank values. Acknowledgements This dataset is obtained from International Monetary Fund (IMF) from this website. This dataset won't be possible without this website. Kudos to those that help to obtain and manage the dataset.

54 features

Datestring6700 unique values
37 missing
Algerian_dinar___(DZD)_____________________numeric2197 unique values
4450 missing
Australian_dollar___(AUD)_____________________numeric3304 unique values
356 missing
Austrian_schilling___(ATS)_____________________numeric1016 unique values
5501 missing
Belgian_franc___(BEF)_____________________numeric838 unique values
5744 missing
Botswana_pula___(BWP)_____________________numeric1579 unique values
1606 missing
Brazilian_real___(BRL)_____________________numeric5105 unique values
610 missing
Brunei_dollar___(BND)_____________________numeric3065 unique values
1569 missing
Canadian_dollar___(CAD)_____________________numeric3742 unique values
429 missing
Chilean_peso___(CLP)_____________________numeric4612 unique values
1530 missing
Chinese_yuan___(CNY)_____________________numeric2768 unique values
1633 missing
Colombian_peso___(COP)_____________________numeric5664 unique values
709 missing
Czech_koruna___(CZK)_____________________numeric3853 unique values
2163 missing
Danish_krone___(DKK)_____________________numeric5529 unique values
315 missing
Deutsche_mark___(DEM)_____________________numeric1075 unique values
5484 missing
Estonian_kroon___(EEK)_____________________numeric0 unique values
6737 missing
Euro___(EUR)_____________________numeric3468 unique values
1376 missing
Finnish_markka___(FIM)_____________________numeric1193 unique values
5481 missing
French_franc___(FRF)_____________________numeric1065 unique values
5487 missing
Greek_drachma___(GRD)_____________________numeric1142 unique values
5488 missing
Indian_rupee___(INR)_____________________numeric2962 unique values
507 missing
Irish_pound___(IEP)_____________________numeric979 unique values
5500 missing
Israeli_New_Shekel___(ILS)_____________________numeric1337 unique values
2263 missing
Italian_lira___(ITL)_____________________numeric1206 unique values
5483 missing
Japanese_yen___(JPY)_____________________numeric2502 unique values
392 missing
Korean_won___(KRW)_____________________numeric3294 unique values
679 missing
Kuwaiti_dinar___(KWD)_____________________numeric1267 unique values
1203 missing
Luxembourg_franc___(LUF)_____________________numeric838 unique values
5744 missing
Malaysian_ringgit___(MYR)_____________________numeric2681 unique values
380 missing
Maltese_lira___(MTL)_____________________numeric2647 unique values
3533 missing
Mauritian_rupee___(MUR)_____________________numeric3797 unique values
2846 missing
Mexican_peso___(MXN)_____________________numeric4003 unique values
2572 missing
Netherlands_guilder___(NLG)_____________________numeric1098 unique values
5470 missing
New_Zealand_dollar___(NZD)_____________________numeric3202 unique values
374 missing
Norwegian_krone___(NOK)_____________________numeric5685 unique values
350 missing
Omani_rial___(OMR)_____________________numeric1 unique values
117 missing
Peruvian_sol___(PEN)_____________________numeric645 unique values
4649 missing
Philippine_peso___(PHP)_____________________numeric1965 unique values
4514 missing
Polish_zloty___(PLN)_____________________numeric4020 unique values
2067 missing
Portuguese_escudo___(PTE)_____________________numeric1208 unique values
5510 missing
Qatari_riyal___(QAR)_____________________numeric1 unique values
113 missing
Russian_ruble___(RUB)_____________________numeric3871 unique values
2766 missing
Saudi_Arabian_riyal___(SAR)_____________________numeric2 unique values
118 missing
Singapore_dollar___(SGD)_____________________numeric3475 unique values
325 missing
South_African_rand___(ZAR)_____________________numeric3726 unique values
614 missing
Spanish_peseta___(ESP)_____________________numeric983 unique values
5514 missing
Swedish_krona___(SEK)_____________________numeric4243 unique values
432 missing
Swiss_franc___(CHF)_____________________numeric4198 unique values
298 missing
Thai_baht___(THB)_____________________numeric4480 unique values
644 missing
Trinidadian_dollar___(TTD)_____________________numeric3064 unique values
751 missing
U.A.E._dirham___(AED)_____________________numeric3 unique values
139 missing
U.K._pound___(GBP)_____________________numeric3958 unique values
174 missing
U.S._dollar___(USD)_____________________numeric1 unique values
40 missing
Uruguayan_peso___(UYU)_____________________numeric1831 unique values
4629 missing

19 properties

6737
Number of instances (rows) of the dataset.
54
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
127415
Number of missing values in the dataset.
6737
Number of instances with at least one value missing.
53
Number of numeric attributes.
0
Number of nominal attributes.
0.01
Number of attributes divided by the number of instances.
98.15
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
100
Percentage of instances having missing values.
Average class difference between consecutive instances.
35.02
Percentage of missing values.

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