{ "data_id": "43830", "name": "Indian-card-payment-data-set", "exact_name": "Indian-card-payment-data-set", "version": 1, "version_label": "v1.0", "description": "Context\nThe card payments data is published by the Reserve Bank of India on a monthly basis. The statistics cover the methods of payment used in retail transactions and ATM transactions in India. It constitutes payments via debit cards, credit cards, ATMs etc, . It can can be used to check trend of card based payment in India.\nContent\nThe data contains monthly statistics of the following information from Apr'2011 to Aug'2019\n\nNumber of ATM deployed on site by the bank.\nNumber of ATM deployed off site by the bank.\nNumber of POS deployed online by the bank\nNumber of POS deployed offline by the bank\nTotal number of credit cards issued outstanding (after adjusting the number of cards withdrawan\/cancelled).\nTotal number of financial transactions done by the credit card issued by the bank at ATMs\nTotal number of financial transactions done by the credit card issued by the bank at POS terminals\nTotal value of financial transactions done by the credit card issued by the bank at ATMs\nTotal value of financial transactions done by the credit card issued by the bank at POS terminals.\nTotal number of debit cards issued outstanding (after adjusting the number of cards withdrawan\/cancelled).\nTotal number of financial transactions done by the debit card issued by the bank at ATMs\nTotal number of financial transactions done by the debit card issued by the bank at POS terminals\nTotal value of financial transactions done by the debit card issued by the bank at ATMs\nTotal value of financial transactions done by the debit card issued by the bank at POS terminals.\n\nAcknowledgements\nThe data is scraped from RBI monthly statistics\nhttps:\/\/www.rbi.org.in\/scripts\/ATMView.aspx\nMore details on how this data is collected and cleaned is documented in this kernel\nhttps:\/\/www.kaggle.com\/karvalo\/indian-card-payment-data-gathering-and-analysis", "format": "arff", "uploader": "Elif Ceren Gok", "uploader_id": 30125, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 15:31:36", "update_comment": null, "last_update": "2022-03-24 15:31:36", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102655\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Indian-card-payment-data-set", "Context The card payments data is published by the Reserve Bank of India on a monthly basis. The statistics cover the methods of payment used in retail transactions and ATM transactions in India. It constitutes payments via debit cards, credit cards, ATMs etc, . It can can be used to check trend of card based payment in India. Content The data contains monthly statistics of the following information from Apr'2011 to Aug'2019 Number of ATM deployed on site by the bank. Number of ATM deployed off " ], "weight": 5 }, "qualities": { "NumberOfInstances": 5592, "NumberOfFeatures": 20, "NumberOfClasses": null, "NumberOfMissingValues": 4, "NumberOfInstancesWithMissingValues": 4, "NumberOfNumericFeatures": 16, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.00357653791130186, "PercentageOfNumericFeatures": 80, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0.07153075822603719, "AutoCorrelation": null, "PercentageOfMissingValues": 0.0035765379113018602 }, "tags": [ { "uploader": "38960", "tag": "Agriculture" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "month", "index": "0", "type": "string", "distinct": "12", "missing": "0" }, { "name": "year", "index": "1", "type": "numeric", "distinct": "9", "missing": "0", "min": "2011", "max": "2019", "mean": "2015", "stdev": "2" }, { "name": "month_number", "index": "2", "type": "numeric", "distinct": "12", "missing": "0", "min": "1", "max": "12", "mean": "6", "stdev": "3" }, { "name": "start_date", "index": "3", "type": "string", "distinct": "100", "missing": "0" }, { "name": "end_date", "index": "4", "type": "string", "distinct": "100", "missing": "0" }, { "name": "bank_name", "index": "5", "type": "string", "distinct": "154", "missing": "0" }, { "name": "no_atms_on_site", "index": "6", "type": "numeric", "distinct": "2372", "missing": "0", "min": "0", "max": "31749", "mean": "1545", "stdev": "3068" }, { "name": "no_atms_off_site", "index": "7", "type": "numeric", "distinct": "1886", "missing": "0", "min": "0", "max": "33209", "mean": "1411", "stdev": "3664" }, { "name": "no_pos_on_line", "index": "8", "type": "numeric", "distinct": "3320", "missing": "0", "min": "0", "max": "988458", "mean": "30485", "stdev": "92412" }, { "name": "no_pos_off_line", "index": "9", "type": "numeric", "distinct": "200", "missing": "1", "min": "0", "max": "13945", "mean": "115", "stdev": "829" }, { "name": "no_credit_cards", "index": "10", "type": "numeric", "distinct": "2955", "missing": "3", "min": "0", "max": "13138330", "mean": "468450", "stdev": "1390965" }, { "name": "no_credit_card_atm_txn", "index": "11", "type": "numeric", "distinct": "2522", "missing": "0", "min": "0", "max": "202780", "mean": "8158", "stdev": "23782" }, { "name": "no_credit_card_pos_txn", "index": "12", "type": "numeric", "distinct": "2975", "missing": "0", "min": "0", "max": "48011222", "mean": "1370919", "stdev": "4562072" }, { "name": "no_credit_card_atm_txn_value_in_mn", "index": "13", "type": "numeric", "distinct": "2585", "missing": "0", "min": "0", "max": "5649796", "mean": "3269", "stdev": "97757" }, { "name": "no_credit_card_pos_txn_value_in_mn", "index": "14", "type": "numeric", "distinct": "2938", "missing": "0", "min": "0", "max": "13673238", "mean": "13410", "stdev": "245270" }, { "name": "no_debit_cards", "index": "15", "type": "numeric", "distinct": "5249", "missing": "0", "min": "0", "max": "326078311", "mean": "10253773", "stdev": "27604673" }, { "name": "no_debit_card_atm_txn", "index": "16", "type": "numeric", "distinct": "5245", "missing": "0", "min": "0", "max": "457980402", "mean": "10949523", "stdev": "37275680" }, { "name": "no_debit_card_pos_txn", "index": "17", "type": "numeric", "distinct": "5231", "missing": "0", "min": "0", "max": "121463000", "mean": "2832687", "stdev": "9257205" }, { "name": "no_debit_card_atm_txn_value_in_mn", "index": "18", "type": "numeric", "distinct": "5300", "missing": "0", "min": "0", "max": "194442000", "mean": "172142", "stdev": "3036771" }, { "name": "no_debit_card_pos_txn_value_in_mn", "index": "19", "type": "numeric", "distinct": "5193", "missing": "0", "min": "0", "max": "169098000", "mean": "95320", "stdev": "2474881" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }