Datasets:

combatsolutions
/

tenderdata_test

+---
+title: Tender Categorization Dataset
+emoji: 📑
+color: blue
+tags:
+  - classification
+  - tender categorization
+  - dataset
+  - machine learning
+---
+## Dataset Card for Tender Categorization Dataset
+### Dataset Description
+The Tender Categorization Dataset is designed for categorizing various types of tenders into predefined categories. The dataset includes a diverse set of tender descriptions from different domains, and each entry is categorized according to its type. This dataset is useful for training models to automatically classify tenders based on their descriptions.
+### Data Fields
+- `input`: The text description of the tender.
+- `instruction`: The instruction to categorize the tender.
+- `output`: The category assigned to the tender.
+### Example Entries
+```json
+[
+  {
+    "input": "Construction and commissioning of 200 mm dia tubewell and providing laying jointing of HDPE pipeline in village Navlapura sub-division rural Karauli.",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Rate contract of ADALIMUMAB 40 MG INJECTION. Note: (1) This is a Rate contract (RC) tender. (2) Quantity shown (in the Tender) is only indicative, which can be increased or decreased depending upon the requirement during the validity of the RC. (3) There is no guarantee of order quantity. (4) The validity of RC shall be one year which can be extended by another one year with mutual consent. (5) Quantity to be supplied with RC shall be 05 Nos. Delivery to be made within 30 days after issue of RC. (6) The minimum quantity to be ordered per supply order will be 05 Nos. (7) Please read RDSO medical RC condition attached with this tender.",
+    "instruction": "Categorize the tender.",
+    "output": "Medical and pharmaceutical products"
+  },
+  {
+    "input": "LEVER COMPLETE as per Drg.No. LW36183 alt.-'Ma', Packing Instruction - PI001 Ver 0 [ Warranty Period: 96 Months after the date of delivery ]",
+    "instruction": "Categorize the tender.",
+    "output": "Bearings, gears and gearing; mechanical transmission equipment"
+  },
+  {
+    "input": "Construction of Government First Grade College building at Chanagiri in Davanagere District under SDP 2021-22 Scheme",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Glyceryl Trinitrate 2.6/2.5Mg Tablet/Capsule.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Construction and commissioning of 200 mm dia tubewell and providing laying jointing of HDPE pipeline in village Dargawan sub-division Sapotra.",
+    "instruction": "Categorize the tender.",
+    "output": "Water supply and drainage"
+  },
+  {
+    "input": "Construction of additional classrooms to Government First Grade College building at Gundlupete, Chamarajanagara District under SDP 2021-22 Scheme",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Torsemide(Torasemide) 10Mg + Spironolactone 50Mg Tablet.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Metronidazole Suspension 200Mg/5Ml in 60Ml Bottle.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Lowering and unlowering of pump sets from OW/TW for JEN section Laxmangarh Rural under Sub DN. Laxmangarh (annual Rate Contract)",
+    "instruction": "Categorize the tender.",
+    "output": "Water supply and sewerage services"
+  },
+  {
+    "input": "Hydrochlorothiazide 12.5Mg Tablet.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Construction and commissioning of 200 mm dia tubewell and providing laying jointing of HDPE pipeline in village Alampur sub-division rural Karauli.",
+    "instruction": "Categorize the tender.",
+    "output": "Water treatment and supply"
+  },
+  {
+    "input": "S-Amlodipine 2.5 Mg Tablet.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Construction of auditorium to Government First Grade College at Soraba, Shivamogga District under SDP 2021-22 Scheme",
+    "instruction": "Categorize the tender.",
+    "output": "Building construction"
+  },
+  {
+    "input": "Construction of Government First Grade College building at Santebennur in Davanagere District under SDP 2021-22 Scheme",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Apixaban 5Mg Tablet.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Supply of BCH starter spare parts under PHED Division Laxmangarh",
+    "instruction": "Categorize the tender.",
+    "output": "Machine parts"
+  },
+  {
+    "input": "Cilinidipine 10Mg Tablet.",
+    "instruction": "Categorize the tender.",
+    "output": "Pharmaceutical products"
+  },
+  {
+    "input": "Construction of Anganwadi Center-1 at Bhankalga Village in Chittapur Taluka under KKDRB for the year 2022-23",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Providing FHTCs to 170 households in Ajihalli habitation of Tarati Village in Agrahara Grampachayth of Koratagere Taluk, Tumkur District by augmentation and retrofitting through SVS",
+    "instruction": "Categorize the tender.",
+    "output": "Social and health services"
+  },
+  {
+    "input": "DIGITAL TRIBOMETER (Rail Surface Friction Meter) conforming to RDSO Spec. No. IS/RDSO-T MM/0001:2023, Specifications as per Annexure-I for RGM machine. Part Make: LORAM/HARSCO/PIE/LAKS HMI or Equivalent HSN Code: 898900 WARRANTY: 12 months from the date of supply against any manufacturing defects. NOTE: 1. The acceptance of material shall be subject to Inspection by Track machine official (Consignee). 2. The Material shall be supplied, installed & commissioned successfully to complete the delivery process. 3. This Equipment should be suitable for RGM & SRGM machines.",
+    "instruction": "Categorize the tender.",
+    "output": "Measuring, testing, control and laboratory equipment"
+  },
+  {
+    "input": "Providing FHTCs to 162 households in Karakalagatta habitation of Holavanahalli Village, Holavanahali Grampachayath Koratagere Taluk in Tumkur District through SVS",
+    "instruction": "Categorize the tender.",
+    "output": "Social and health services"
+  },
+  {
+    "input": "Manufacture and fabrication of complete assembly of Spring Setting Device (SSD) to RDSO Drawing No.T-6216 for use with ZU-1-60 Thick Web Switches BG (1673mm) for 60 KG UIC on PSC Sleepers with latest alt.",
+    "instruction": "Categorize the tender.",
+    "output": "Metal structures and parts"
+  },
+  {
+    "input": "Providing FHTCs to 65 households in Gonihalli habitation of Yelachagere Village, Kolala Grampachayath Koratagere Taluk in Tumukur District through retrofitting & augmentation to SVS in Koratagere Taluk, Tumukur District",
+    "instruction": "Categorize the tender.",
+    "output": "Construction, building and civil engineering"
+  },
+  {
+    "input": "Extension of record room situated in upper basement of seven storey building of District Court Jaipur Metro Second, District Jaipur",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Providing FHTCs to 180 households in Sunkadahalli habitation of Sunkadahalli Village Chinnahalli Grampachayath Koratagere Taluk in Tumkur District through retrofitting & augmentation to SVS in Koratagere Taluk Tumkur District",
+    "instruction": "Categorize the tender.",
+    "output": "Building construction work"
+  },
+  {
+    "input": "Bolts and Nuts 25 X 180mm T-11513",
+    "instruction": "Categorize the tender.",
+    "output": "Metal articles"
+  },
+  {
+    "input": "High Tensile Hexagonal Socket Head Cap Screw of Size M20 X 70 mm Half Thread, of Property Class 10.9 as per IS:1367 (Part-3) 2002, with suitable nut of Property Class 10 & 02 Nos. Spring Washer to IS:3063. Make: TVS/Unbrako/DFL/TUFF Only.",
+    "instruction": "Categorize the tender.",
+    "output": "Fasteners"
+  },
+  {
+    "input": "07 Charagah Vikas Karya WDC-05/2021-22 Block Viratnagar Jaipur",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  },
+  {
+    "input": "Lowering and unlowering of pump sets from OW/TW for JEN section Ramgarh Shekhawati under Sub DN. Fatehpur (R) (annual Rate Contract)",
+    "instruction": "Categorize the tender.",
+    "output": "Construction work"
+  }
+]