Rage Uday Kiran
Associate Professor
&
Researcher
Datasets

The below provided databases are only for research and non-profit purposes only. Please contact me if you want to employ the below processed databases for profit. Contact respective people/organizations/instututions for raw data. The databases are intended to be employed in our PAttern MIning Python Kit (PAMI-PyKit) and SPMF. Any use of the below processed data is allowed for research purposes as long as the proper acknowledgment is provided and a copy of the work is provided to Rage Uday Kiran.

Type of database Research work to cite
Transactional database R. Uday Kiran, P. Krishna Reddy:Novel techniques to reduce search space in multiple minimum supports-based frequent pattern mining algorithms. EDBT 2011: 11-20. [Link]
Temporal database R. Uday Kiran, Haichuan Shang, Masashi Toyoda, Masaru Kitsuregawa:Discovering Partial Periodic Itemsets in Temporal Databases. SSDBM 2017: 30:1-30:6. [Link]
Spatial and Temporal databases R. Uday Kiran, Koji Zettsu, Masashi Toyoda, Philippe Fournier-Viger, P. Krishna Reddy, Masaru Kitsuregawa:Discovering Spatial High Utility Itemsets in Spatiotemporal Databases. SSDBM 2019: 49-60. [Link]
Internal and/or External Utility databases R. Uday Kiran, T. Yashwanth Reddy, Philippe Fournier-Viger, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa: Efficiently Finding High Utility-Frequent Itemsets Using Cutoff and Suffix Utility. PAKDD (2) 2019: 191-203. [Link]

Please note that we do not own any authorship on the below provided databases. In fact, the below provided databases have been downloaded and processed from the following data repositories:

  1. The databases with the serial numbers 1 to 14 have been downloaded from Frequent Itemset Mining (FIMI).
  2. The database with serial number 15 has been downloaded from ECML PKDD Challenge. (The URL is expired)
  3. The databases whose serial numbers are 16 and 17 have been downloaded from Federal Aviation Authority Aviation Safety Information Analysis and Sharing (ASIAS) and Federal Aviation Authority accidents and incidents data (FAA).
  4. The database with serial number 18 has been downloaded from SORAMAME.
  5. The database with serial number 19 has been downloaded from United States Environmental Protection Agency.

Note: Please note that first column in the temporal database represents the timestamp or tid of the transaction.

S.No. Type of database Database Name Transactional databases Temporal databases Spatial database Internal Utilities External Utilities
or Weights
More info
1 Synthetic T10I4D100K Download Download Download Download Download info
2 Synthetic T10I4D1000K Download Download Download Download Download info
3 Synthetic T20I6D100K Download Download Download Download Download info
4 Semi-real Retail Download Download Download Download Download info
5 Semi-real Mushroom (Coming) Download Download Download Download Download info
6 Semi-real Chess Download Download Download Download Download info
7 Semi-real BMS-WebView-1 Download Download Download Download Download info
8 Semi-real BMS-WebView-2 Download Download Download Download Download info
9 Semi-real BMS-POS Download Download Download Download Download info
10 Semi-real PUMSB Download Download Download Download Download info
11 Semi-real PUMSB-star Download Download Download Download Download info
12 Semi-real Connect Download comming soon Download Download Download info
13 Semi-real Kosarak Download Download Download Download Download info
14 Semi-real Accidents Download Download Download Download Download info
15 Real Shop-14
Item-id mapping
Download coming soon Download Download info
16 Real FAA-accidents
(Multiple transactions may share a common date)
Download Download info
17 Real FAA-accidents
(Multiple transactions with same date are merged into a single date)
Download Download info
18 Real Air pollution (Soramame)
Coming soon Coming soon Coming soon Coming soon Coming soon info
19 Real Air pollution (USA)
Coming soon Coming soon Coming soon Coming soon Coming soon info