SERIAL NUMBER THE WORLD BANK Enterprise Survey – INDIA Manufacturing Module (2013) GPS Coordinates Degrees North (Latitude) lat Degrees East (Longitude) lon A. CONTROL INFORMATION [TO BE COMPLETED...

one regression and one classification-based prediction competitionUse Jupyter notebookBoth the regression (evaluation metric: RMSE) and the classification (evaluation metric: AUC) predictions are based on a simplified research dataset that I used for a project recently. Much of the data was collected by the World Bank personnel through their Enterprise Surveys.





SERIAL NUMBER THE WORLD BANK Enterprise Survey – INDIA Manufacturing Module (2013) GPS Coordinates Degrees North (Latitude) lat Degrees East (Longitude) lon A. CONTROL INFORMATION [TO BE COMPLETED BEFORE INTERVIEW] A.0 Questionnaire a0 Module Manufacturing 1 A.1 Country a1 = 132 A.1a Language a1a A.2 and A.3a Sampling Region a2 Screener Region (coded ex post) a3a Andhra Pradesh 1 1 Arunachal Pradesh, Nagaland, Manipur, Tripura, and Meghalaya 2 2 Assam 3 3 Bihar 4 4 Chhatisgarh 5 5 Delhi 6 6 Goa 7 7 Gujarat 8 8 Haryana 9 9 Himachal Pradesh 10 10 Jammu & Kashmir 11 11 Jharkhand 12 12 Karnataka 13 13 Kerala 14 14 Madhya Pradesh 15 15 Maharashtra 16 16 Orissa 17 17 Punjab 18 18 Rajasthan 19 19 Tamil Nadu 20 20 Uttar Pradesh 21 21 Uttaranchal 22 22 West Bengal 23 23 A.3x Name of city/town/village a3x A.3b Is this city the official capital city? a3b Yes 1 No 2 A.3c Is this city the main business city? a3c Yes 1 No 2 A.3 Size of locality a3 City with population over 1 million 2 Over 250.000 to 1 million 3 50.000 to 250.000 4 Less than 50.000 5 A.4 Industry Samplin g sector a4a Screener sector a4b M a n u fa c tu r in g : S e c ti o n D Food 15 15 Tobacco 16 16 Textiles 17 17 Garments 18 18 Leather 19 19 Wood 20 20 Paper 21 21 Publishing, printing, and Recorded media 22 22 Refined petroleum product 23 23 Chemicals 24 24 Plastics & rubber 25 25 Non metallic mineral products 26 26 Basic metals 27 27 Fabricated metal products 28 28 2 Machinery and equipment (29 & 30) 29 29 Electronics (31 & 32) 31 31 Precision instruments 33 33 Transport machines (34&35) 34 34 Furniture 36 36 Recycling 37 37 Retail Retail 52 52 Other Services Wholesale 51 51 IT 72 72 Hotel and restaurants: section H 55 55 Services of motor vehicles 50 50 Construction Section F: 45 45 Transport Section I: (60-64) 60 60 A.5 Sector match between screener information and sample frame a5 Yes, screener and sample frame info match 1 No, screener and sample frame do not match but establishment still does activities that match sample frame 2 No, does not match 3 A.6 Size Sampling size a6a Screener Size a6b Micro <5 0="" 0="" small="">=5 and <=19 1="" 1="" medium="">=20 and <=99 2="" 2="" large="">=100 3 3 A.7 Establishment is part of a larger firm a7 Yes 1 No, a firm on its own 2 A.7a Number of establishments that form the firm a7a A.8 Type of establishment a8 HQ without production and/or sales in this location 1 HQ with production and/or sales in this location 2 Establishment physically separated from HQ and other establishments of the same firm 3 Establishment physically separated from HQ but with other establishments of the same firm 4 DOES NOT APPLY -7 A.9 Are establishment’s financial statements prepared separately from HQ’s statements? a9 Yes 1 No 2 DOES NOT APPLY -7 A.10 Are establishment’s financial statements prepared separately from other establishments of the same firm? a10 Yes 1 No 2 DOES NOT APPLY -7 A.11 If HQ, are financial statements independent from the rest of establishments? a11 Yes 1 No 2 DOES NOT APPLY -7 A.12 Interviewer code a12 A.13 Supervisor code a13 SERIAL NUMBER 3 A.14 Time face-to-face interview begins: READ THE FOLLOWING TO THE RESPONDENT BEFORE PROCEEDING. The goal of this survey is to gather information and opinions about the business environment in India. The information gathered here will help the World Bank to develop new policies and programs that enhance employment and economic growth. The information obtained here will be held in the strictest confidentiality. Neither your name nor the name of your business will be used in any document based on this survey. B. GENERAL INFORMATION READ OUT THE FOLLOWING INTRODUCTORY SENTENCE ONLY IF A7 = 1 (yes): The first few questions apply to the firm which your establishment is part of. B.1 What is this firm‘s current legal status? SHOW CARD 1 Shareholding company with shares trade in the stock market 1 Shareholding company with non-traded shares or shares traded privately 2 Sole proprietorship 3 SKIP TO B.2 Partnership 4 Limited partnership 5 OTHER (SPONTANEOUS–SPECIFY) ___b1x___ 6 DON’T KNOW (SPONTANEOUS) -9 b1 INTERVIEWER: PLEASE NOTE WHEN b1 IS 3 (SOLE PROPRIETORSHIP), WRITE 100% FOR QUESTION b3. B.3 What percentage of this firm does the largest owner or owners own? Percent Percentage held by largest owner or owners b3 % DON’T KNOW (SPONTANEOUS) -9 Day (dd) Month (mm) Year (yyyy) Hour (00 to 23) Minutes (00 to 59) a14d a14m a14y a14h a14min SERIAL NUMBER 4 B.2 What percentage of this firm is owned by each of the following: SHOW CARD 2 Percent DON’T KNOW (SPONTANEOUS) Private domestic individuals, companies or organizations b2a % -9 Private foreign individuals, companies or organizations b2b % -9 Government or State b2c % -9 IF 100% END INTERVIEW Other b2d % -9 100% INTERVIEWER: CHECK THAT TOTAL SUMS TO 100% (UNLESS RESPONDENT DOES NOT KNOW) B.4 Amongst the owners of the firm, are there any females? Yes 1 No 2 SKIP TO B.5 DON’T KNOW (SPONTANEOUS) -9 SKIP TO B.5 b4 B.4a What percentage of the firm is owned by females? Percentage Percentage of female ownership b4a% DON’T KNOW (SPONTANEOUS) -9 READ ONLY IF A7=1 (yes) I want to proceed by asking you about this establishment only. B.5 In what year did this establishment begin operations? Year Year establishment began operations b5 DON’T KNOW (SPONTANEOUS) -9 INTERVIEWER: PROVIDE FOUR DIGITS FOR YEAR B.6 How many full-time employees did this establishment employ when it started operations? Please include all employees and managers (INTERVIEWER: INCLUDE RESPONDENT WHEN APPLICABLE) Number Full-time employees at start-up b6 DON’T KNOW (SPONTANEOUS) -9 SERIAL NUMBER 5 B.6a Was this establishment formally registered when it began operations? Yes 1 No 2 DON’T KNOW (SPONTANEOUS) -9 b6a B.6b In what year was this establishment formally registered? Year Year establishment formally registered b6b DON’T KNOW (SPONTANEOUS) -9 NEVER REGISTERED (SPONTANEOUS) -7 INTERVIEWER: PROVIDE FOUR DIGITS FOR YEAR. B.7 How many years of experience working in this sector does the Top Manager have? Years Manager’s experience in sector b7 LESS THAN ONE YEAR 1 DON’T KNOW (SPONTANEOUS) -9 B.7a Is the Top Manager female? Yes 1 No 2 DON’T KNOW (SPONTANEOUS) -9 b7a B.8 Does this establishment have an internationally-recognized quality certification? (INTERVIEWER: SOME EXAMPLES ARE ISO 9000 or 14000, or HACCP) Yes 1 No 2 STILL IN PROCESS -6 DON’T KNOW (SPONTANEOUS) -9 b8 SARB.9 Is this establishment located in an export processing zone or other industrial park? Export Processing Zone 1 Industrial Park 2 None of the above 3 DON’T KNOW (SPONTANEOUS) -9 SARb9 SERIAL NUMBER 6 C. INFRASTRUCTURE AND SERVICES READ THE FOLLOWING TO THE RESPONDENT BEFORE PROCEEDING. Now, we turn to the establishment’s operations C.3 Over the last two years, did this establishment submit an application to obtain an electrical connection? Yes 1