TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail Survey (doi:10.7910/DVN/J0YSQT)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail Survey

doi:10.7910/DVN/J0YSQT

Harvard Dataverse

2024-12-09

1

International Rice Research Institute (IRRI); International Food Policy Research Institute (IFPRI), 2024, "TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail Survey", https://doi.org/10.7910/DVN/J0YSQT, Harvard Dataverse, V1, UNF:6:EVUMVdgkBpTPyVMvOe0bhg== [fileUNF]

TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail Survey

doi:10.7910/DVN/J0YSQT

International Rice Research Institute (IRRI)

International Food Policy Research Institute (IFPRI)

NGO Forum

Chellattaan Veettil, Prakashan (International Rice Research Institute (IRRI))

Choudhury, Samira (International Rice Research Institute (IRRI))

Gupta, Ishika (International Rice Research Institute (IRRI))

Kabir, ANM Faijul (International Rice Research Institute (IRRI))

Zainab, Afrin (International Rice Research Institute (IRRI))

Chakrabarti, Suman (International Food Policy Research Institute (IFPRI))

Chauhan, Alka (International Food Policy Research Institute (IFPRI))

Patwardhan, Sharvari (International Food Policy Research Institute (IFPRI))

Menon, Purnima (International Food Policy Research Institute (IFPRI))

Krupnik, Timothy Joseph (International Maize and Wheat Improvement Center (CIMMYT))

International Food Policy Research Institute (IFPRI)

International Rice Research Institute (IRRI)

2022

STATA

Harvard Dataverse

International Food Policy Research Institute (IFPRI)

IFPRI-Data

IFPRI-KM

2024

2024

Household- and Community-level Surveys

https://doi.org/10.7910/DVN/J0YSQT

Agricultural Sciences, Social Sciences, agrifood systems, diet, food security, gender equality, natural resources, climate change, waste disposal, market access, infrastructure, BANGLADESH, SOUTH ASIA, ASIA

Impact assessment, Agrifood systems

TAFSSA (Transforming Agrifood Systems in South Asia) is a CGIAR Regional Integrated Initiative aimed at advancing equitable access to sustainable healthy diets, enhancing farmers' livelihoods and resilience, and conserving natural resources such as land, air, and water across South Asia. The TAFSSA district agrifood systems assessment seeks to establish a robust, accessible, and integrated evidence base that connects farm production, market access, dietary patterns, climate risk responses, and natural resource management, with gender considerations integrated throughout. The assessment focuses on rural areas in Bangladesh, India, and Nepal, utilizing a district-level, multi-year approach.</p> Data collection took place between February and June 2023 in the Rangpur and Rajshahi districts of Bangladesh. The survey covered 50 villages in each district, focusing on formal and informal retail shops operating within the sampled areas. The types of retail shops surveyed included local grocery stores and specialized shops selling meat, fish, eggs, or dairy products.</p> The survey employed pretested, structured questionnaires organized into three distinct modules:</p> 1. Interview Module: Focused on collecting vendor information, assortments of essential goods, availability, resilience, food sourcing, food wastage, and dimensions of access and protection.</p> 2. Observation + Photo Module: Documented market information, infrastructure, and the quality, safety, and hygiene aspects of the market.</p> 3. Food List Module: Recorded the availability and prices of a comprehensive list of food items available at the locations.</p>

2022-2023

2023-02-2023-06

Bangladesh, Bangladesh

Rangpur District, Rajshahi District

Village

Retail shops

929 retail shops from 100 villages from Rangpur and Rajshahi districts in Bangladesh.

sample survey data (SSD)

Cross-section

The district agrifood systems assessment focused on rural populations, with villages (unions) serving as the primary sampling units (PSUs). A total of 100 villages—50 each from Rangpur and Rajshahi—were selected using probability proportional to the number of households in each village.</p> A prior market census in the sampled villages identified food retail outlets within their boundaries. This list was used to conduct a detailed survey employing stratified random sampling. In total, 929 retail shops were surveyed. The sampling criteria in each village included selecting up to 6 local grocery stores, 3 restaurants or tea stalls, 1 specialized shop, and 1 vegetable or fruit shop. Where available, approximately 50% of the selected shops were owned by women.

In-person interview

Structured questionnaire

Some data files have variables with missing value, which are mostly due to skip patterns. Hence refer the questionnaire while addressing the missing values.

All the modules of market survey have retail_shop_ID but only the following has them as unique id; Bangladesh_Retail_Interview_Access and Protection; Bangladesh_Retail_Interview_Assortment of Essential Goods; Bangladesh_Retail_Interview_Customer and Sales; Bangladesh_Retail_Interview_ID Information; Bangladesh_Retail_Interview_Retailers and Store Information; Bangladesh_Retail_Inventory_All_Foods; Bangladesh_Retail_Observation_Assortment of Essenttial Goods; Bangladesh_Retail_Observation_Food quality, safety and hygiene; Bangladesh_Retail_Observation_ID Information; Bangladesh_Retail_Observation_Infrastructure; Bangladesh_Retail_Observation_Retailers and Store Information; Bangladesh_Retail_Observation_Service.</p> The following files are in long format and doesn’t have unique id. However, it can be created by combining the retail_shop_ID with the serial number of each entry under that vendor_id. Bangladesh_Retail_Interview_Availability; Bangladesh_Retail_Interview_Competition; Bangladesh_Retail_Interview_Food Sourcing (supply); Bangladesh_Retail_Interview_Food Wastage and Management Practices; Bangladesh_Retail_Interview_Prices; Bangladesh_Retail_Interview_Resilience of Supply Chain. </p> TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail survey data can be merged with TAFSSA District Agrifood Systems Assessment

International Rice Research Institute (IRRI); International Food Policy Research Institute (IFPRI). 2024. TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail Survey. Washington, DC: IFPRI [dataset]. <a href=" https://doi.org/10.7910/DVN/J0YSQT"> https://doi.org/10.7910/DVN/J0YSQT</a>. Harvard Dataverse. Version 1.

<p>IFPRI adheres to the principle of unrestricted public access to its own final research outputs and will make such outputs freely available. The Institute encourages the use of this dataset; for detailed information on its use, please refer to <a href="https://www.ifpri.org/intellectual-property-policy">IFPRI’s Intellectual Property Policy</a>. The data files in this dataset are unit record or ‘raw’ data files. Information that would allow survey respondents to be identified has been deleted from the files, but all other information remains. IFPRI’s decision not to alter the contents of the data files means that the user of these files will need to take care in handling missing observations, outliers, and violations of logical consistency. </p><p>The data are provided ‘as is’ and in no event shall IFPRI be liable for any damages resulting from the use of the data. While great effort was taken to obtain high-quality data, the accuracy or reliability of the data is not guaranteed or warranted in any way.</p>

<a href="https://doi.org/10.7910/DVN/Z79IZH">TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Local Market and Retail Census</a>

</p><a href="https://doi.org/10.7910/DVN/S8LYJR">TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Market Survey</a>

</p><a href="https://doi.org/10.7910/DVN/DEOUER">TAFSSA District Agrifood Systems Assessment in India 2023: Local Market and Retail Census</a>

</p><a href="https://doi.org/10.7910/DVN/TYDNVO">TAFSSA District Agrifood Systems Assessment in India 2023: Market Survey</a>

</p><a href="https://doi.org/10.7910/DVN/5MAC6B">TAFSSA District Agrifood Systems Assessment in India 2023: Retail Survey</a>

</p> <a href="https://doi.org/10.7910/DVN/POVL6D">TTAFSSA District Agrifood Systems Assessment in Nepal 2023: Market Survey</a>

</p> <a href="https://doi.org/10.7910/DVN/BA5X3F">TAFSSA District Agrifood Systems Assessment in Nepal 2023: Retail Survey</a>

</p><a href="https://doi.org/10.7910/DVN/EN3RAD">TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Male</a>

</p><a href="https://doi.org/10.7910/DVN/ZDZVIZ">TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Female</a>

</p> <a href="https://doi.org/10.7910/DVN/QZL8NH">TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Adolescent</a>

</p> <a href="https://doi.org/10.7910/DVN/VSPJKH"> TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Community</a>

Choudhury, Samira; Srivastava, Amit; Bi , Afrin Zainab; Yeggina, Pavan Kurmar; Veettil, Prakashan Chellattan.2022. Characterizing Rural Food Environments in South Asia. Work Package 3, Research Note 2. CGIAR Research Initiative on Transforming Agrifood Systems In South Asia (TAFSSA). International Rice Research Institute. Delhi, India.

10.5281/zenodo.7553202

Choudhury, Samira; Srivastava, Amit; Bi , Afrin Zainab; Yeggina, Pavan Kurmar; Veettil, Prakashan Chellattan.2022. Characterizing Rural Food Environments in South Asia. Work Package 3, Research Note 2. CGIAR Research Initiative on Transforming Agrifood Systems In South Asia (TAFSSA). International Rice Research Institute. Delhi, India.

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• Variable Name - Variable Name
• Variable Label - Variable Label
• Answer Label - Answer Label
• Answer Code - Answer Code
• Variable Type - Variable Type
• Variable Name - Variable Name
• Variable Label - Variable Label
• Answer Label - Answer Label
• Answer Code - Answer Code
• Variable Type - Variable Type
• Variable Name - Variable Name
• Variable Label - Variable Label
• Answer Label - Answer Label
• Answer Code - Answer Code
• Variable Type - Variable Type
• Variable Name - Variable Name
• Variable Label - Variable Label
• Answer Label - Answer Label
• Answer Code - Answer Code
• Variable Type - Variable Type
• Variable Name - Variable Name
• Variable Label - Variable Label
• Answer Label - Answer Label
• Answer Code - Answer Code
• Variable Type - Variable Type
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• accessissue_a_awaymajorroads - R54a: Is access to your shop normally difficult because it is away from major ro
• accessissue_b_limitedcertaintime - R54b: Is access to your shop limited in certain times of the year (e.g. during m
• accessissue_c_naturaldisaster - R54c: Was access to your shop limited in the last one year as a consequence of a
• natural_disaster_types - R54d: If yes, then which natural disaster was it?
• a_natural_disater_earthquakes - R54d: If yes, then which natural disaster was it?/Earthquakes
• b_natural_disater_floods - R54d: If yes, then which natural disaster was it?/Floods
• c_natural_disater_droughts - R54d: If yes, then which natural disaster was it?/Droughts
• d_natural_disater_tsunami - R54d: If yes, then which natural disaster was it?/Tsunami
• e_natural_disater_storms - R54d: If yes, then which natural disaster was it?/Storms (Tropical cyclones, hur
• f_natural_disater_forest_fires - R54d: If yes, then which natural disaster was it?/Forest fires
• g_natural_disater_landslides - R54d: If yes, then which natural disaster was it?/Landslides
• h_natural_disater_volcanoes - R54d: If yes, then which natural disaster was it?/Volcanoes
• i_natural_disater_others - R54d: If yes, then which natural disaster was it?/Other
• natural_disater_others_specify - Please specify
• aceessissue_e_disease_outbreak - R54e: Was access limited in the last one year because of a disease outbreak (qua
• yn_protecissue_sociodemo_barrier - R55a: Are there any barriers (e,g., social) to entering or accessing your shop f
• a_social_barriers_types - R55b: If there are barriers (e,g., social), then what are they?
• b_social_barriers_gender - R55b: If there are barriers (e,g., social), then what are they?/Gender
• c_social_barriers_age - R55b: If there are barriers (e,g., social), then what are they?/Age
• d_social_barriers_ethnicity - R55b: If there are barriers (e,g., social), then what are they?/Ethnicity/Caste
• e_social_barriers_religion - R55b: If there are barriers (e,g., social), then what are they?/Religion
• f_social_barriers_disability - R55b: If there are barriers (e,g., social), then what are they?/Physical disabil
• g_social_barriers_others - R55b: If there are barriers (e,g., social), then what are they?/Other
• social_barriers_others_specify - Please specify
• yn_physical_threat - R55c: Do physical threats exist in your shop for certain groups?
• a_physical_threats_types - R55d: If there are physical threats, then who are more prone to these threats?
• b_physical_threats_women - R55d: If there are physical threats, then who are more prone to these threats?/W
• c_physical_threats_children - R55d: If there are physical threats, then who are more prone to these threats?/C
• d_physical_threats_ethnic_caste - R55d: If there are physical threats, then who are more prone to these threats?/C
• e_physical_threats_religious - R55d: If there are physical threats, then who are more prone to these threats?/C
• f_physical_threats_phys_disabled - R55d: If there are physical threats, then who are more prone to these threats?/P
• g_physical_threats_others - R55d: If there are physical threats, then who are more prone to these threats?/O
• physical_threats_others_specify - Please specify
• yn_marketaccess_securityissue - R55e: Is access to the shop a security issue?
• security_issues_types - R55f: If there are security issues in and to reach the shop then what types of t
• a_security_issues_civil_unrest - R55f: If there are security issues in and to reach the shop then what types of t
• b_security_issues_crime - R55f: If there are security issues in and to reach the shop then what types of t
• c_security_issues_others - R55f: If there are security issues in and to reach the shop then what types of t
• security_issues_others_specify - Please specify
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• products_sold - R18: Which products are normally sold in this shop?
• products_sold_1_cereals - R18: Which products are normally sold in this shop?/1. Cereals, bread, pasta and
• products_sold_2_pulses - R18: Which products are normally sold in this shop?/2. Pulses (chickpea, mung, a
• products_sold_3_nuts_and_seeds - R18: Which products are normally sold in this shop?/3. Nuts and seeds (peanuts,
• products_sold_4_spicescondiments - R18: Which products are normally sold in this shop?/4. Spices and condiments (dr
• products_sold_5_edible_oil - R18: Which products are normally sold in this shop?/5. Edible oil (palm oil, Mus
• products_sold_6_leafy_vegetables - R18: Which products are normally sold in this shop?/6. Leafy vegetables (spinach
• products_sold_7_other_vegetables - R18: Which products are normally sold in this shop?/7. Other vegetables (pumpkin
• products_sold_8_roots_and_tubers - R18: Which products are normally sold in this shop?/8. Roots and tubers (potato,
• products_sold_9_fruits - R18: Which products are normally sold in this shop?/9. Fruits (banana, apple, or
• products_sold_10_meat - R18: Which products are normally sold in this shop?/10. Meat (chicken, mutton, b
• products_sold_11_fish_seafood - R18: Which products are normally sold in this shop?/11. Fish and seafood (prawn,
• products_sold_12_eggs - R18: Which products are normally sold in this shop?/12. Eggs (egg (egg, egg (des
• products_sold_13_milk - R18: Which products are normally sold in this shop?/13. Milk and milk products (
• products_sold_14_tobacco - R18: Which products are normally sold in this shop?/14. Tobacco and other intoxi
• products_sold_15_ultra_processed - R18: Which products are normally sold in this shop?/15. Ultra-processed foods (p
• products_sold_16_other_bevereges - R18: Which products are normally sold in this shop?/16. Other beverages – bottle
• products_sold_17_alcohol_drinks - R18: Which products are normally sold in this shop?/17. Alcohol, soft drinks, pa
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• sold_foodlist - Availability of products in the shop
• yn_anyitem_currently_scare - R19: Is this product scarce in your shop currently?
• yn_stocks_last_one_week - R20: If yes, considering the current demand of your customers, do you think the
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• sold_foodlist - Availability of products in the shop
• retailers_number - R51: How many retailers operate in the village market for this product?
• yn_single_retailer_control - R52: Does one retailer control (sells more than 75% of products) the market for
• yn_price_variation - R53: Do you know any competitor selling this product at a higher or lower price
• yn_price_lower_higher - R53a: If yes, at what price does your competitor sell this product?
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• customers_visit - R10: On average, how many customers visit your shop in a day?
• customers_male - R11: Approximately, what number of customers visiting the store every day are ma
• customers_female - R12: Approximately, what number of customers visiting the store every day are fe
• a_age_group_1st_choice - R13: Age groups of customers who usually visit your shop_1st choice
• b_age_group_2nd_choice - R13: Age groups of customers who usually visit your shop_2nd choice
• regular_customers_visit - R14: How frequently do the majority of regular customers visit your store for pu
• type_customers - R15: Which types of customers does this store serve?
• type_1_household - R15: Which types of customers does this store serve?/Households
• type_2_retailers - R15: Which types of customers does this store serve?/Retailers
• type_3_restaurants - R15: Which types of customers does this store serve?/Restaurants/food stalls
• type_4_others - R15: Which types of customers does this store serve?/Other
• specify_others_customers - Please specify
• yn_recommendation_to_customers - R16: Do you generally recommend any specific products or brands to your customer
• yn_if_yes_recomm_exp_knowl - R16a: If yes, are your recommendations based on your personal experience/knowled
• factors_affecting_sales - R17: In your opinion, which factors affect the sales of processed food products?
• a_factors_1st_choice - R17a_Factors affecting sales of processed food products
• specify_other_factors_1st_choice - Please specify
• b_factors_2nd_choice - R17b_Factors affecting sales of processed food products
• specify_other_factors_2nd_choice - Please specify
• c_factors_3rd_choice - R17c_Factors affecting sales of processed food products
• specify_other_factors_3rd_choice - Please specify
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• yn_any_homemade_fooditem - R62: Was any of the food items produced/ prepared by yourself or by your family
• primary_product_source - R63: What is your primary source for this product?
• approx_distance - R64: What is the approximate distance of this product's primary source from your
• frequency_purchase - R65: How often do you purchase this product from this primary supplier?
• modes_of_transportation - R66: Which modes of transportation do you use to source your food from your supp
• a_transportation_walk - R66: Which modes of transportation do you use to source your food from your supp
• b_transportation_porter - R66: Which modes of transportation do you use to source your food from your supp
• c_transportation_bicycle - R66: Which modes of transportation do you use to source your food from your supp
• d_transportation_motorbike - R66: Which modes of transportation do you use to source your food from your supp
• e_transportation_trucks_vans - R66: Which modes of transportation do you use to source your food from your supp
• f_transportation_cars_personal - R66: Which modes of transportation do you use to source your food from your supp
• g_transportation_bus_rickshaw - R66: Which modes of transportation do you use to source your food from your supp
• h_transportation_animal_drawn - R66: Which modes of transportation do you use to source your food from your supp
• i_transportation_not_applicable - R66: Which modes of transportation do you use to source your food from your supp
• transportation_frequency - R67: How frequently do you use this modes of transportation to source your food
• transportation_cost - R68: What was the approximate cost of the last trip to your supplier? (taka/rupe
• others_specify - Please specify
• sold_foodlist - Availability of products in the shop
• transportation_mode - Available mode of transport using in sourcing the food
• who_paid_last_trip - R69: Who paid for this trip?
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• sold_foodlist - Availability of products in the shop
• yn_food_spoilage - R56: Was there any spoilage of this food product in your store in the last 7 day
• percentage_of_spolied_food - R57: : If yes, what percentage (%) of this food product was spoilt in the last 7
• disposal_of_food_waste - R58: How do you generally dispose of the food waste generated in your store?
• disposed_properly - R58: How do you generally dispose of the food waste generated in your store?/Dis
• thrown_out_of_store - R58: How do you generally dispose of the food waste generated in your store?/Thr
• throw_in_the_river - R58: How do you generally dispose of the food waste generated in your store?/Thr
• give_it_back_to_supplier - R58: How do you generally dispose of the food waste generated in your store?/Giv
• not_generated - R58: How do you generally dispose of the food waste generated in your store?/Foo
• others - R58: How do you generally dispose of the food waste generated in your store?/Oth
• others_specify - Please specify
• reason_foodwaste - R59: What is the most important reason for food waste in your store?
• if_other_specify_the_reasons - Please specify
• yn_consider_using_unsold - R60: Do you consider utilizing the unsold food instead of throwing it away?
• how_foodwaste_dispose - R61: If yes, how?
• disposal_1_donations_to_charity - R61: If yes, how?/Give donations to charity
• disposal_2_sell_to_poor_consumer - R61: If yes, how?/Sell it at no or low prices to poor consumers
• disposal_3_give_promotions - R61: If yes, how?/Give promotions (e.g. buy one get one free)
• disposal_4_give_as_cattle_feed - R61: If yes, how?/Give as cattle feed
• disposal_5_give_to_animals - R61: If yes, how?/Give to animals
• disposal_6_in_composting_place - R61: If yes, how?/Disposed in composting place
• disposal_7_other - R61: If yes, how?/Others (specify)
• disposal_if_other_specify - Please specify
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• A_cereals - A. Cereals (rice, wheat, maize, millets, suji, etc.), bread, pasta, and noodles
• a_1_paraboiled_rice_coarse - A.1: Paraboiled rice (Coarse)
• a_2_parboiled_rice_fine - A.2: Parboiled rice (fine)
• a_3_nonparboiled_rice_coarse - A.3: Non-parboiled rice (coarse)
• a_4_nonparboiled_rice_fine - A.4: Non-parboiled rice (fine)
• a_5_chira_Poha - A.5:Chira/Poha
• a_6_khoi_lawa - A.6: Khoi/lawa
• a_7_muri_farri - A.7: Muri/ farri
• a_8_rice_flour - A.8: Rice flour
• a_9_other_rice_products - A.9: Other rice products
• a_10_wheat_whole_wheat - A.10: Wheat (Whole wheat)
• a_12_maida - A.12: Maida
• a_13_suji_rawa - A.13:Suji/ Rawa
• a_14_sewai_noodles - A.14: Sewai, noodles
• a_15_barley_and_itsproducts - A.15: Barley & its products
• a_16_maize_itsproducts - A.16: Maize & products
• a_17_saagu - A.17: Saagu
• a_18_jowar_and_itsproducts - A.18: Jowar & its products
• a_19_bajra_and_itsproducts - A.19: Bajra & its products
• a_20_ragi_and_itsproducts - A.20: Ragi & its products
• a_21_small_millets - A.21: Small millets & their products (foxtail millets, barnyard millets, proso m
• a_22_chaatu_sattu - A.22: Chaatu/ Sattu
• a_23_cerelac - A.23: Cerelac
• a_24_other_cereal_products - A.24: Other cereal products
• a_25_white_bread - A.25: White bread
• a_26_brown_bread - A.26: Brown bread (Whole wheat bread)
• a_27_papadum_flatbread - A.27: Papadum (flatbread)
• a_28_other_breads - A.28: Other breads
• a_29_pasta_maida_based - A.29: pasta (spaghetti or other) (maida based)
• a_30_whole_wheat_noodles - A.30: Whole wheat noodles/ pasta
• a_31_rice_noodles - A.31: Rice noodles
• a_32_other_noodles - A.32: Other noodles
• specify_a_9 - Please specify (Other rice products)
• specify_a_24 - Please specify (Other cereal prodcuts)
• specify_a_28 - Please specify (Other breads)
• specify_a_32 - Please specify (Other noodles)
• foodlist_cereals - Foodlist_Cereals
• lowest_price_cereals - Lowest selling price for Cereals
• medium_price_cereals - Medium selling price for Cereals
• highest_price_cereals - Highest selling price for Cereals
• packet_size_cereals - What was the size of packet in grams for Cereals?
• unit_price_cereals - Unit of price for Cereals
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• E_Edibleoil - E. Edible oil (palm oil, Mustard oil, refined oil, groundnut oil, etc)
• e_1_dalda_vanaspati - E.1:Dalda/ Vanaspati
• e_2_palm_oil - E.2:Palm oil
• e_3_mustard_oil - E.3:Mustard oil
• e_4_soybean_oil - E.4:Soybean_oil
• e_5_sesame_oil - E.5:Sesame oil
• e_6_groundnut_oil - E.6:Groundnut oil
• e_7_coconut_oil - E.7:Coconut oil
• e_8_sunflower_oil - E.8:Sunflower oil
• e_9_rice_bran_oil - E.9:Rice bran oil
• e_10_other_edibleoil - E.10:Other (edible oil)
• specify_e_10 - Please specify (other edible oil)
• foodlist_edibleoils - Foodlist_Edible Oils
• lowest_price_edibleoils - Lowest selling price for edible oils
• medium_price_edibleoils - Medium selling price for edible oils
• highest_price_edibleoils - Highest selling price for edible oils
• packet_size_edibleoils - What was the size of packet in grams for edible oils?
• unit_price_edibleoils - Unit of price for edible oils
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• L_Eggs - L. Eggs
• l_1_eggs - L.1:Eggs/Eggs
• l_2_egg_desi - L.2:Eggs/Eggs(Desi)
• l_3_fish_egg - L.3:Eggs/Fish Eggs
• l_4_duck_egg - L.4:Eggs/ Duck Eggs
• l_5_other_eggs - L.5:Eggs/other eggs
• specify_l_5 - Please specify (other eggs)
• foodlist_eggs - Foodlist_Eggs
• price_eggs - What is the price for eggs?
• unit_price_eggs - Unit of price for eggs
• packet_size_eggs - What was the size of packet in grams for eggs?
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• fresh_fish_storage - Is any fresh fish or other seafood stored in a refrigerator or other cold storag
• K_Fish_Seafoods - K. Fish and seafood (prawn, crabs etc.)
• k_1_rui - K.1:Rui
• k_2_katla - K. 2: Katla
• k_3_jasar - K.3:Jasar
• k_4_kalibaus - K.4: Kalibaus
• k_5_surmai - K.5: Surmai
• k_6_chital - K.6: Chital
• k_7_boal - K.7: Boal/Boari
• k_8_aair - K.8: Aair
• k_9_pangash_beket - K.9: Pangash/ Beket
• k_10_ritha - K.10: Ritha
• k_11_hilsa - K.11: Hilsa
• k_12_grass_carp - K.12: Grass Carp/ golden
• k_13_mirror_carp - K.13: Mirror Carp
• k_14_silver_carp - K.14: Silver Carp/ piora
• k_15_telapia - K.15: Telapia
• k_16_taki - K.16: Taki/ garai
• k_17_magur - K.17: Magur
• k_18_baim - K.18: Baim/ bami
• k_19_koi_kevai - K.19: Koi/ kevai
• k_20_meni - K.20:Meni
• k_21_shapla_padda - K.21: Shapla/padda/rupsha fish
• k_22_bagda_chingree - K.22: Bagda Chingree/ jhinga
• k_23_golda_chingree - K.23:Golda Chingree/ jhinga
• k_24_roopchanda - K.24:Roopchanda
• k_25_silan - K.25: Silan
• k_26_other_big_fish - K.26:/Other big fish (Specify: ________)
• k_27_gura_mach - K.27:Gura mach
• k_28_panch_mishali - K.28:Panch mishali
• k_29_puti - K.29: Puti (pothia)
• k_30_jatka - K.30:Jatka
• k_31_tengra - K.31:Tengra
• k_32_pabda - K.32: Pabda
• k_33_moa_mola - K.33: Moa/mola
• k_34_dhela - K.34: Dhela
• k_35_batashi - K.35: Batashi
• k_36_kachki - K.36: Kachki
• k_37_chanda - K.37: Chanda
• k_38_khalisa - K.38: Khalisa
• k_39_chapila - K. 39: Chapila
• k_40_ghutum - K.40: Ghutum
• k_41_bele - K.41: Bele
• k_42_chewa - K.42: Chewa
• k_43_poa - K.43:Poa
• k_44_foli - K.44: Foli
• k_45_bacha - K.45: Bacha
• k_46_baicha - K.46: Baicha
• k_47_kakra - K.47: Kakra/ kekra (crab)
• k_48_parshe - K.48: Parshe
• k_49_singi - K.49: Singi
• k_50_mahurali - K.50: Mahurali/ Dhandhari
• k_51_fossilis - K.51: Fossilis
• k_52_todi - K.52: Todi/ gaichi
• k_53_pomfret - K.53: Pomfret/ pamplet
• k_54_catfish - K.54: Catfish
• k_55_small_prawn - K.55: Small prawn
• k_56_dried_fish - K.56: Dried fish
• k_57_dried_small_shrimp - K.57: Dried small shrimp/prawn
• k_58_dried_small_fish - K.58: Dried small fish
• specify_k_26 - Please specify (other big fish)
• foodlist_fish - Foodlist_Fish
• lowest_price_fish - Lowest selling price for fish
• medium_price_fish - Medium selling price for fish
• highest_price_fish - Highest selling price for fish
• packet_size_fish - What was the size of packet in grams for fish?
• unit_price_fish - Unit of price for fish
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• I_Fruits - I. Fruits (banana, apple, orange, mango, papaya etc)
• i_1_papaya - I.1:Papaya
• i_2_mango - I.2:Mango
• i_3_orange_musk_melon - I.3:Orange musk melon
• i_4_ripe_banana - I.4:Ripe banana
• i_5_apple - I.5:Apple
• i_6_custard_apple - I.6:Custard Apple
• i_7_watermelon - I.7:Watermelon
• i_8_jackfruit - I.8:Jackfruit
• i_9_pineapple - I.9:Pineapple
• i_10_guava - I.10:Guava
• i_11_litchi - I.11:Litchi
• i_12_jamun - I.12:Jamun
• i_13_orange - I.13:Orange
• i_14_apricots_khubani - I.14:Apricots (khubani)
• i_15_pomegranate - I.15:Pomegranate
• i_16_grapes - I.16:Grapes
• i_17_kiwi - I.17:Kiwi
• i_18_peaches - I.18:Peaches (aaru)
• i_19_pear - I.19:Pear (nashpati)
• i_20_chickoo - I.20:Chickoo
• i_21_dragon_fruit - I.21:Dragon Fruit
• i_22_Palmyra_palm_fruit - I.22:Palmyra palm fruit (fada, tarkul)
• i_23_malta - I.23:Malta
• i_24_pomelo - I.24:Pomelo (dabha nimbu)
• i_25_Star_fruit - I.25:Star fruit
• i_26_koromcha - I.26:Koromcha (karaunda)
• i_27_jujube - I.27:Jujube (ber)
• i_28_plum - I.28:Plum (aloo bukhara)
• i_29_amra - I.29:Amra
• i_30_other_fruits - I.30:Other fruits
• specify_i_30 - Please specify (other fruits)
• foodlist_fruits - Foodlist_Fruits
• lowest_price_fruits - Lowest selling price for fruits
• medium_price_fruits - Medium selling price for fruits
• highest_price_fruits - Highest selling price for fruits
• packet_size_fruits - What was the size of packet in grams for fruits?
• unit_price_fruits - Unit of price for fruits
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• F_Leafy_vegetables - F. Leafy vegetables (spinach, radish leaves, mustard leaves, etc.)
• f_1_amaranth - F.1:Amaranth
• f_2_spinach - F.2:Spinach
• f_3_drumstick_leaves - F.3:Drumstick leaves
• f_4_mustard_leaves - F.4:Mustard leaves
• f_5_radish_leaves - F.5:Radish leaves
• f_6_taro_leaves - F.6:Taro leaves
• f_7_wild_greens - F.7:Wild greens
• f_8_lal_shak_saag - F.8:/Lal shak/ saag
• f_9_pui_shak_Poi - F.9:Pui shak/ saag (Poi)
• f_10_pumpkin_shak - F.10:Pumpkin shak/ saag
• f_11_blackgram_shak - F.11:Black gram shak/ saag
• f_12_khesari_shak - F.12:Khesari shak/ saag
• f_13_methi_shak - F.13:Methi shak/ saag
• f_14_bathua_shak - F.14:Bathua shak/ saag
• f_15_coriander_leaves - F.15:Coriander leaves/ hara dhania/ dhoney pata
• f_16_other_greens - F.16:Other greens
• specify_f_16 - Please specify(Other greens)
• foodlist_leafyvegetables - Foodlist_Leafy Vegetables
• lowest_price_leafyvegetables - Lowest selling price for leafy vegetables
• medium_price_leafyvegetables - Medium selling price for leafy vegetables
• highest_price_leafyvegetables - Highest selling price for leafy vegetables
• packet_size_leafyvegetables - What was the size of packet in grams for leafy vegetables?
• unit_price_leafyvegetables - Unit of price for leafy vegetables
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• fresh_meat_storage - Is any fresh meat stored in a refrigerator or other cold storage?
• J_Meat - J. Meat (chicken, mutton, beef, pork, duck etc.)
• j_1_chicken_broiler - J.1:Chiken (Broiler)
• j_2_chicken_desi - J.2:Chicken (Desi)
• j_3_karaknath - J.3:Karaknath (type of chicken available in India)
• j_4_chicken_liver - J.4:Chicken liver
• j_5_pigeon - J.5:Pigeon
• j_6_duck - J.6:Duck
• j_7_quail_bageri - J.7:Quail (bageri)
• j_8_other_birds - J.8:Other birds (specify)
• j_9_mutton - J.9:Mutton (Goat/Sheep meat)
• j_10_beef - J.10:Beef
• j_11_pork - J.11:Pork
• j_12_other_meat - J.12:Other Meat
• specify_j_12 - Please specify (other meat)
• foodlist_meat - Foodlist_Meat
• lowest_price_meat - Lowest selling price for meat
• medium_price_meat - Medium selling price for meat
• highest_price_meat - Highest selling price for meat
• packet_size_meat - What was the size of packet in grams for meat?
• unit_price_meat - Unit of price for meat
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• M_Milk_and_Milkproducts - M. Milk and milk products (fresh milk, cream, curd, paneer, ghee, butter)
• m_1_fresh_fullcream - M.1:Fresh, full cream
• m_2_fresh_singletoned - M.2:Fresh, Single toned
• m_3_fresh_doubletoned - M.3:Fresh, double toned
• m_4_fresh_skimmed - M.4:Fresh, Skimmed
• m_5_flavored_Milk - M.5:Flavored Milk
• m_6_milk_tetra_packs - M.6:Milk in Tetra packs
• m_7_powdered_milk - M.7:Powdered milk
• m_8_condensed_fullcream - M.8:Condensed, full cream (milkmaid)
• m_9_other_milk - M.9:Other Milk
• m_10_curd - M.10:Curd
• m_11_fresh_cream - M.11:Fresh cream
• m_12_buttermilk - M.12:Buttermilk (chaach)
• m_13_lassi - M.13:Lassi
• m_14_paneer - M.14:Paneer
• m_15_processed_cheese - M.15:Processed cheese
• m_16_butter - M.16:Butter
• m_17_ghee - M.17:Ghee
• m_18_other_dairy_products - M.18:Other Dairy products
• specify_m_18 - Please specify (other dairy products)
• foodlist_milk - Foodlist_Milk
• lowest_price_milk - Lowest selling price for milk
• medium_price_milk - Medium selling price for milk
• highest_price_milk - Highest selling price for milk
• packet_size_milk - What was the size of packet in grams for milk?
• unit_price_milk - Unit of price for milk
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• C_nuts_and_seed - C. Nuts and seeds (peanuts, almonds, cashew nut, pistachio, walnut, melon seeds,
• c_1_groundnut - C.1:Groundnut
• c_2_almond - C.2: Almond
• c_3_cashew_nut - C.3: Cashew nut
• c_4_pistachio - C.4:Pistachio
• c_5_walnut - C.5: Walnut
• c_6_dates - C.6: Dates
• c_7_raisin_kishmish - C.7:Raisin/ kishmish/ monacca
• c_8_coconut_copra - C.8: Coconut:copra
• c_9_makhana - C.9: Makhana
• c_10_melon_seeds - C.10:Melon seeds
• c_11_sunflower_seeds - C.11: Jackfruit seeds
• c_12_jackfruit_seeds - C.12:Chia seeds
• c_13_chia_seeds - C.13: Pumpkin seeds
• c_14_pumpkin_seeds - C.14: Other nut and seeds
• c_15_other_nuts_seeds - C.15: Please specify(other nuts & seeds)
• specify_c_15 - Please specify
• foodlist_nutsandseeds - Foodlist_Nuts and Seeds
• lowest_price_nutsandseeds - Lowest selling price for nuts and seeds
• medium_price_nutsandseeds - Medium selling price for nuts and seeds
• highest_price_nutsandseeds - Highest selling price for nuts and seeds
• packet_size_nutsandseeds - What was the size of packet in grams for nuts and seeds
• unit_price_nutsandseeds - Unit of price for nuts and seeds
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• G_Other_vegetables - G. Other vegetables (pumpkin, carrots, tomato, lady finger, onion, cauliflower,
• g_1_carrots - G.1:Carrots
• g_2_pumpkin - G.2:Pumpkin
• g_3_tomatoes - G.3:Tomatoes
• g_4_onions - G.4:Onions
• g_5_green_chili - G.5:Green chili
• g_6_eggplant - G.6:Eggplant
• g_7_lady_finger - G.7:Lady finger
• g_8_cauliflower - G.8:Cauliflower
• g_9_cabbage - G.9:Cabbage
• g_10_white_radish - G.10:White radish
• g_11_bitter_gourd - G.11:Bitter gourd
• g_12_bottle_gourd - G.12:Bottle gourd
• g_13_ash_gourd - G.13:Ash gourd
• g_14_pointed_gourd - G.14:Pointed gourd
• g_15_ivy_gourd - G.15:Ivy gourd
• g_16_apple_gourd - G.16:Apple gourd
• g_17_ridged_gourd - G.17:Ridged gourd
• g_18_snake_gourd_Kainta - G.18:Snake gourd(Kainta)
• g_19_cucumber - G.19:Cucumber
• g_20_french_beans - G.20:French beans
• g_21_beetroot - G.21:Beetroot
• g_22_capsicum - G.22:Capsicum
• g_23_turnip - G.23:Turnip
• g_24_drumstick - G.24:Drumstick
• g_25_long_beans_Bora - G.25:Long beans (Bora)
• g_26_kohlrabi_gaanthgobhi - G.26:Kohlrabi (Gaanth Gobhi)
• g_27_green_papaya - G.27:Green papaya
• g_28_plantain - G.28:Plantain
• g_29_lemon - G.29:Lemon
• g_30_other_vegtables - G.30:Other vegetables
• specify_g_30 - Please specify (other vegetables)
• foodlist_othervegetables - Foodlist_Other Vegetables
• lowest_price_othervegetables - Lowest selling price for other vegetables
• medium_price_othervegetables - Medium selling price for other vegetables
• highest_price_othervegetables - Highest selling price for other vegetables
• packet_size_othervegetables - What was the size of packet in grams for other vegetables?
• unit_price_othervegetables - Unit of price for other vegetables
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• B_pulses - B. Pulses (chickpea, mung, arhar, masoor/ lentil, etc.)
• b_1_arhar_tur_pigeonpea - B.1:Arhar/ Tur/ Pigeon pea
• b_2_chanadaal_yellow - B.2:Chana dal (yellow)
• b_3_chana_kala_kalo - B.3: Chana (kala/ kalo)
• b_4_choley_chola - B.4: Choley/ Chola
• b_5_moongdal_whole - B.5: Moong daal (whole/ sabut
• b_6_moongdal_split - B.6: Moong daal (split)
• b_7_masur_whole - B.7: Masur/ mushur (whole/ sabut)
• b_8_masurdaal_split - B.8: Masur/ mushur dal (split)
• b_9_uraddaal_whole - B.9: Urad daal (whole/ sabut)
• b_10_blackgram_split - B.10: Urad daal/ Black gram (split)
• b_11_matar_motordaal - B.11: Matar/ Motor daal
• b_12_gram_flour - B.12: Gram flour (Besan)
• b_13_kidneybeans_rajma - B.13: Kidney beans/ Rajma
• b_14_khesari - B.14: Khesari
• b_15_anchordaal - B.15: Anchor daal
• b_16_shem_bichi - B.16: Shem bichi
• b_17_other_pulses - B.17:Other pulses
• specify_b_17 - Please specify (other pulses)
• foodlist_pulses - Foodlist_Pulses
• lowest_price_pulses - Lowest selling price for pulses
• medium_price_pulses - Medium selling price for pulses
• highest_price_pulses - Highest selling price for pulses
• packet_size_pulses - What was the size of packet in grams for pulses
• unit_price_pulses - Unit of price for pulses
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• H_Roots_and_tubers - H. Roots and tubers (potato, Colocasia, yams, etc.)
• h_1_potato - H.1:Potato
• h_2_sweet_potato - H.2:Sweet Potato (shakarkandi)
• h_3_tapioca - H.3:Tapioca
• h_4_yams - H.4:Yams (jimikand, kachhu, ol)
• h_5_colocasia - H.5:Colocasia (arbi/ pidalu)
• h_6_other_roots_tubers - H.6:Other roots and tubers
• specify_h_6 - Please specify (other roots & tubers)
• foodlist_rootsandtubers - Foodlist_Roots and Tubers
• lowest_price_rootsandtubers - Lowest selling price for roots and tubers
• medium_price_rootsandtubers - Medium selling price for roots and tubers
• highest_price_rootsandtubers - Highest selling price for roots and tubers
• packet_size_rootsandtubers - What was the size of packet in grams for roots and tubers?
• unit_price_rootsandtubers - Unit of price for roots and tubers
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• D_Spices_Condiments - D. Spices and condiments (dried chili, red chili powder, turmeric powder, cumin
• d_1_dried_chili_sabut - D.1: Dried chili (sabut)
• d_2_chili_powder - D.2: Chili powder
• d_3_turmeric_powder - D.3: Turmeric powder
• d_4_Turmeric_dried - D.4: Turmeric (dried)
• d_5_turmeric_nondried - D.5: Turmeric (non-dried)
• d_6_ginger_powder_paste - D.6: Ginger powder/paste
• d_7_garlic_powder_paste - D.7: Garlic powder/ paste
• d_8_jira_sabut - D.8: Jira (sabut)
• d_9_hing - D.9: Hing
• d_10_nutmeg_jaiphal - D.10:Nutmeg (jaiphal)
• d_11_mace_javitri - D.11: Mace (javitri)
• d_12_amchoor - D.12: Amchoor
• d_13_jira_powder - D.13:Jira powder
• d_14_coriander_sabut - D.14: Coriander (sabut)
• d_15_coriander_powder - D.15: Coriander (dhania) powder
• d_16_mustard_sarson - D.16: Mustard (sarson)
• d_17_elachi_cardamom_badi - D.17: Elachi / Cardamom (badi)
• d_18_cinnamon - D.18: Cinnamon
• d_19_cloves - D.19: Cloves
• d_20_tejpata - D.20: Tejpata
• d_21_salt - D.21:Salt
• d_22_sugar - D.22: Sugar
• d_23_jaggery - D.23: Jaggery
• d_24_baking_powder - D.24: Baking powder
• d_25_blackpepper_sabut - D.25: Black pepper (sabut)
• d_26_blackpepper_powder - D.26: Black pepper powder
• d_27_tamarind - D.27: Tamarind
• d_28_methi_fenugreek_seeds - D.28: Methi seeds/ Fenugreek seeds
• d_29_ajwain - D.29: Ajwain
• d_30_garam_masala_powder - D.30: Garam Masala powder
• d_31_panchforan - D.31: Panchforan
• d_32_kalonji - D.32: Kalonji
• d_33_saunf - D.33: Saunf
• d_34_other_spices_condiments - D.34: Other (spcies and condiments)
• specify_d_34 - Please specify (other spices & condiments)
• foodlist_spicescondiments - Foodlist_Spices and Condiments
• lowest_price_spicescondiments - Lowest selling price for spices and condiments
• medium_price_spicescondiments - Medium selling price for spices and condiments
• highest_price_spicescondiments - Highest selling price for spices and condiments
• packet_size_spicescondiments - What was the size of packet in grams for spices and condiments
• unit_price_spicescondiments - Unit of price for spices and condiments
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• M_Tobacco_and_Intoxicants - N. Tobacco and other intoxicants/tobacco products (cigarettes, leaf tobacco)
• n_1_beedi - N.1:Beedi
• n_2_cigarettes - N.2:Cigarettes
• n_3_leaf_tobacco - N.3:Tobacco Leaf
• n_4_hookah_tobacco - N.4:Hookah
• n_5_cherrot_cigar - N.5:Cherrot or Cigar
• n_6_zarda_kimam_surti - N.6:Zarda, Kimam or Surti
• n_7_gutkha - N.7:Gutkha
• n_8_bhang - N.8:Bhang
• n_9_other_tobacco_products - N.9:Other Tobacco Products
• n_10_other_intoxicants - N.10:Other Intoxicants
• specify_n_9 - Please specify (other tobacco products)
• specify_n_10 - Please specify (other intoxicants)
• foodlist_tobacco - Foodlist_Tobacco
• price_tobacco - What is the price for tobacco?
• packet_size_tobacco - What was the size of packet in grams for tobacco?
• unit_price_tobacco - Unit of price for tobacco
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• O_Ultra_Processed_Foods - O. Ultra-processed foods (packaged and prepared)
• o_1_biscuits - O.Biscuits (packet)
• o_2_cream_biscuits - O.Cream Biscuits (packet)
• o_3_cakes - O.Cakes (per unit)
• o_4_chocolates - O.Chocolates (per unit)
• o_5_toffees - O.Toffees (per unit)
• o_6_ice_creams - O.Ice Creams (per unit)
• o_7_burger - O.Burger (per unit)
• o_8_sandwitch - O.Sandwich (per unit)
• o_9_puffs_baked_rolls_patties - O.Puffs or baked rolls (patties)
• o_10_pakora - O.Pakora (per unit)
• o_11_samosa - O.Samosa (per unit)
• o_12_popcorn - O. Popcorn (packet)
• o_13_puri_sabzi_luchi_torkari - O.Puri sabzi or Luchi torkari (per plate)
• o_14_dal_puri - O.Dal puri (per plate)
• o_15_chowmein - O.Chowmein (per plate)
• o_16_paratha - O.Paratha (per unit)
• o_17_idli - O.Idli (per plate)
• o_18_dosa - O.Dosa (per plate)
• o_19_pao_bhaji - O.Pao Bhaji (per plate)
• o_20_papad_bhujia_chanachur - O.Papad, Bhujia, Namkeen, Chanachur
• o_21_other_baked_salty_snacks - O. Other baked salty snacks
• o_22_other_deep_fried_snacks - O.Other deep-fried snacks
• o_23_sweets_mithai - O.Sweets or mithai (per unit)
• o_24_chips_kurkure_lays - O.Salty snacks or Chips
• o_25_instant_noodles - O.Instant Noodles such as Maggi
• o_26_instant_pasta - O.Instant_Pasta (per packet)
• o_27_other_rtc_products - O.Other ready to cook products
• o_28_packet_fruit_juice - O.Packet fruit juice such as Frooti, Mazaa etc.
• o_29_soft_drinks_pepsi_sprite - O.Soft drinks such as Pepsi, Sprite etc.
• o_30_hot_beverage_tea_coffee - O.Other hot beverages such as tea, coffee etc.
• specify_o_21 - Please specify (Other baked salty snacks)
• specify_o_22 - Please specify (Other deep-fried snacks)
• specify_o_30 - Please specify (Other hot beverages such as tea_and coffee)
• foodlist_ultra_processed - Foodlist_Ultra processed food
• price_ultra_processed - Price per packet/ per jar/ per plate/ per product of the most sold brand for ult
• number_ultra_processed - Enter the number of products/ packets/ packs for sale for ultra_processed food
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• sold_foodlist - Availability of products in the shop
• price_raised_drastically - R21: Did the selling price of this product increase drastically in the last 1 mo
• yn_predict_price - R22: Can you predict the price of this product in this market a week from now?
• submission__id - Unique ID
• Country - Country
• Country_ID - Country_ID
• District - District
• District_ID - District_ID
• Upazila - Upazila
• Upazila_ID - Upazila_ID
• Union - Union
• Union_ID - Union_ID
• Village - Village
• Village_ID - Village_ID
• psu_id
• retail_shop_ID - Retail shop ID
• sold_foodlist - Availability of products in the shop
• yn_timely_supply_ondemand - R23: If you place an order for this product today, do you expect to receive it w
• yn_multiple_supplier - R24: Do you currently have more than one supplier for this product?
• ifyes_suppliers_location - R25: If yes, are most of your suppliers for this product geographically located
• ifyes_supply_dependency - R26: If yes, is there a single supplier for this product, on whom most of your b
• howlong_associated_supplier - R27: For how long have the main supplier/s of this product been associated with
• factors_supplier_selection - R28: Which factors do you consider when choosing a supplier for this product?
• factor_1_quality - R28: Which factors do you consider when choosing a supplier for this prod
• factor_2_timely_delivery - R28: Which factors do you consider when choosing a supplier for this prod
• factor_3_product_prices - R28: Which factors do you consider when choosing a supplier for this prod
• factor_4_reliability - R28: Which factors do you consider when choosing a supplier for this prod
• factor_5_credit_facility - R28: Which factors do you consider when choosing a supplier for this prod
• factor_6_variety_of_items - R28: Which factors do you consider when choosing a supplier for this prod
• factor_7_other - R28: Which factors do you consider when choosing a supplier for this prod
• factor_if_other_specify - Please specify
• info_sharing_with_suppliers - R29: Do you collaborate with your suppliers (farmer, distributor) through infor
• engagement_1_sharing_ideas - R30a: We freely share our ideas, feelings and hopes
• engagement_2_difficulties - R30b: We talk freely about difficulties in business
• engagement_3_relationship - R30c: We invest time and money in developing the relationship
• difficulties_in_responding - R31: Do you find difficulty in responding to your customer queries quickly regar
• monitor_market_demand - R32: Do you consistently monitor market demand?
• sufficient_safety_stock - R33: Do you have sufficient safety stock to last a month in the event of a sudde
• plan_to_ensure_quality - R34: Do you have any plan to ensure quality of food items sold by you in the eve
• training_on_risk_mitigation - R35: Do you have any training on business with some topics on risk and its mitig
• financial_supports - R36: Do you have a reliable source for financial support or loans from NGOs/ ban
• disruption_calamities_shocks - R37. Have you faced any disruption due to natural calamities or economic shocks
• process_of_monitoring - R32a: How do you consistently monitor market demand?
• a_observing_customers_demand - R32a: If yes, how?/Observing the number of customers demanding my products
• b_observing_customers_wtp - R32a: If yes, how?/observing how much customers are willing to pay for my produc
• c_competitors_performance - R32a: If yes, how?/monitoring how my competitors are performing
• d_tracking_on_supplies - R32a: If yes, how?/keeping a track of my supplies for customers
• e_gathering_feedback - R32a: If yes, how?/gathering direct feedback from potential customers
• f_others - R32a: If yes, how?/Other
• specify_if_others - Please, specify
• types_of_disruption - R38. If yes, what types of disruption did you face?
• disruption_1_flood - R38. If yes, what types of disruption did you face?/Flood
• disruption_2_drought - R38. If yes, what types of disruption did you face?/Drought
• disruption_3_covid - R38. If yes, what types of disruption did you face?/COVID
• disruption_4_regulatory_issue - R38. If yes, what types of disruption did you face?/Regulatory issues (e.g. lice
• disruption_5_economic_crisis - R38. If yes, what types of disruption did you face?/Economic crisis
• disruption_6_death_accident - R38. If yes, what types of disruption did you face?/Death or accidents
• disruption_7_illness - R38. If yes, what types of disruption did you face?/Illness
• disruption_8_poor_management - R38. If yes, what types of disruption did you face?/Poor management of business/
• disruption_9_social_conflicts - R38. If yes, what types of disruption did you face?/Social conflicts
• disruption_10_product_related - R38. If yes, what types of disruption did you face?/Product related disruption (
• disruption_11_network_related - R38. If yes, what types of disruption did you face?/Network related disruption (
• disruption_12_others - R38. If yes, what types of disruption did you face?/Others
• disruption_others_specify - Please specify
• R39_name_if_product_related - R39. If product related, which products were most affected?
• prod_sold_1_cereals - R39. If product related, which products were most affected?/Cereals, bread, past
• prod_sold_2_pulses - R39. If product related, which products were most affected?/Pulses (chickpea, mu
• prod_sold_3_nuts_and_seeds - R39. If product related, which products were most affected?/Nuts and seeds (pean
• prod_sold_4_spices_condiments - R39. If product related, which products were most affected?/Spices and condiment
• prod_sold_5_edible_oil - R39. If product related, which products were most affected?/Edible oil (palm oil
• prod_sold_6_leafy_vegetables - R39. If product related, which products were most affected?/Leafy vegetables (sp
• prod_sold_7_other_vegetables - R39. If product related, which products were most affected?/Other vegetables (pu
• prod_sold_8_roots_and_tubers - R39. If product related, which products were most affected?/Roots and tubers (po
• prod_sold_9_fruits - R39. If product related, which products were most affected?/Fruits (banana, appl
• prod_sold_10_meat - R39. If product related, which products were most affected?/Meat (chicken, mutto
• prod_sold_11_fish_and_seafood - R39. If product related, which products were most affected?/Fish and seafood (pr
• prod_sold_12_eggs - R39. If product related, which products were most affected?/Eggs (egg (egg, egg
• prod_sold_13_milk - R39. If product related, which products were most affected?/Milk and milk produc
• prod_sold_14_tobacco - R39. If product related, which products were most affected?/Tobacco and other in
• prod_sold_15_ultra_processed - R39. If product related, which products were most affected?/Ultra-processed food
• prod_sold_16_other_beverages - R39. If product related, which products were most affected?/Other beverages – bo
• prod_sold_17_alcohol_drinks - R39. If product related, which products were most affected?/Alcohol, soft drinks
• preparation_for_disruption - R40. If yes, how did you prepare yourself for this disruption?
• preparation_1_saving - R40. If yes, how did you prepare yourself for this disruption?/Savings to face
• preparation_2_good_relation - R40. If yes, how did you prepare yourself for this disruption?/Good relationshi
• preparation_3_storage_facilty - R40. If yes, how did you prepare yourself for this disruption?/Additional stora
• preparation_4_insurance - R40. If yes, how did you prepare yourself for this disruption?/Insurance
• preparation_5_stocking - R40. If yes, how did you prepare yourself for this disruption?/Stocking
• preparation_6_did_nothing - R40. If yes, how did you prepare yourself for this disruption?/Did nothing
• preparation_7_others - R40. If yes, how did you prepare yourself for this disruption?/Others
• if_others_specify - Please specify
• manage_during_disruption - R41. If yes, how did you manage your business during this disruption?
• manage_1_borrowing - R41. If yes, how did you manage your business during this disruption?/Borrowing
• manage_2_relocating_shop - R41. If yes, how did you manage your business during this disruption?/Relocating
• manage_3_prod_diversion - R41. If yes, how did you manage your business during this disruption?/Product di
• manage_4_prod_specializaion - R41. If yes, how did you manage your business during this disruption?/Product sp
• manage_5_home_delivery - R41. If yes, how did you manage your business during this disruption?/Home deliv
• manage_6_credit_facility - R41. If yes, how did you manage your business during this disruption?/Credit fac
• manage_7_did_nothing - R41. If yes, how did you manage your business during this disruption?/Did nothin
• manage_8_others - R41. If yes, how did you manage your business during this disruption?/Others
• manage_if_others_specify - Please specify
• immediate_impact_of_disruption - R42. If yes, what was the immediate impact of the disruption?
• i_impact_1_loss_of_sale - R42. If yes, what was the immediate impact of the disruption?/Loss of sale
• i_impact_2_loss_of_jobs - R42. If yes, what was the immediate impact of the disruption?/Loss of jobs
• i_impact_3_challenge_livelihood - R42. If yes, what was the immediate impact of the disruption?/Challenge of livel
• i_impact_4_temporary_closing - R42. If yes, what was the immediate impact of the disruption?/Temporary closing
• i_impact_5_debt - R42. If yes, what was the immediate impact of the disruption?/Debt
• i_impact_6_social_issues - R42. If yes, what was the immediate impact of the disruption?/Social issues (hea
• i_impact_7_others - R42. If yes, what was the immediate impact of the disruption?/Others
• i_impact_if_others_specify - Please specify
• severeness_of_disruption - R43. If yes, how severe was the impact of this disruption on your business? (on
• yn_customers_negetive_impacts - R44. If yes, did your customers notice any negative impacts of this disruption
• type_of_impacts - R45. If yes, what impact did they see?
• n_impacts_1_low_availability - R45. If yes, what impact did they see?/Low availability of product
• n_impacts_2_higher_prices - R45. If yes, what impact did they see?/Higher prices
• n_impacts_3_poor_quality - R45. If yes, what impact did they see?/Poor quality
• n_impacts_4_limited_variety - R45. If yes, what impact did they see?/Limited variety
• n_impacts_5_irregular_opening - R45. If yes, what impact did they see?/No regular opening of the shop
• n_impacts_6_poor_maintenance - R45. If yes, what impact did they see?/Poor maintenance of the shop
• n_impacts_7_others - R45. If yes, what impact did they see?/Others
• n_impacts_if_others_specify - Please specify
• financial_impacts - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_1_scaling_down - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_2_sale_of_assets - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_3_borrowing_lenders - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_4_borrowing_from_banks - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_5_sharing_ownership - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_6_others - R46. If yes, during the disruption, what was the financial impact of the disrupt
• f_impacts_if_others_specify - Please specify
• yn_longer_term_impact - R47. If yes, during the disruption, were there any longer-term impacts of the di
• learn_from_disruption - R48. If yes, what did you learn from this disruption which can be useful in runn
• learning_1_market_opportunities - R48. If yes, what did you learn from this disruption which can be useful in runn
• learning_2_improve_network - R48. If yes, what did you learn from this disruption which can be useful in runn
• learning_3_increase_credit_net - R48. If yes, what did you learn from this disruption which can be useful in runn
• learning_4_saving_for_emergency - R48. If yes, what did you learn from this disruption which can be useful in runn
• learning_5_change_marketing_stra - R48. If yes, what did you learn from this disruption which can be useful in runn
• learning_6_others - R48. If yes, what did you learn from this disruption which can be useful in runn
• learnng_if_others_specify - Please specify
• adopted_strategies - R49: What types of strategies have you adopted to protect your business during e
• strategies_1_improved_sanitation - R49a: Improved sanitation
• strategies_2_longer_service_hour - R49b: Longer service hours
• strategies_3_home_deliveries - R49c: Offering home delivery services
• strategies_4_adding_new_products - R49d: Changing the stall’s image and inventory by adding new products
• strategies_5_increased_suppliers - R49e: Increased number of suppliers
• strategies_6_different_storage - R49f: Use of different storage spaces
• strategies_7_incr_smaller_packs - R49g: Increased number of smaller sized packs or units of products in the shop
• strategies_8_free_flow_of_info - R49h: Free flow of information between different stakeholders (customers and sup
• strategies_9_operating_assets - R49i: Knowledge of operating assets of other stakeholders (visibility of supply
• strategies_10_advertising - R49j: Using personalized advertising strategies
• strategies_11_promotion_discount - R49k: Offering promotions, discounts on certain items on special days such as Di
• strategies_12_prodspecialization - R49l: Product specialization
• strategies_13_loan - R49m: Taking loan from NGO/institution
• challenges_while_selling - R50: As a retailer, please state the degree of challenges you face while selling
• challenge_1_low_profit_margins - Low profit margins
• challenge_2_competition - Peer competition
• challenge_3_price_fluctuations - Price fluctuations affecting profits
• challenge_4_irregular_supplies - Irregular/ inadequate supplies
• challenge_5_quality_of_products - Quality of the product
• challenge_6_volatile_demand - Volatile consumer demand
• challenge_7_storage_or_inventory - Storage /inventory
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id - psu_id
• retail_shop_ID - Retail shop ID
• age_retailer - R3: Age of shop owner/manager
• gender_retailer - R4: Gender of shop owner/manager
• education_retailer - R5: Educational qualification of shop owner/manager
• type_retail_shop - R6. Type of retail shop
• specify_if_others - Please specify
• years_in_business - R7: For how many years has the retail shop/ food outlet been in business?
• days_of_operation - R8: Days of operation
• a_days_of_operation_everyday - R8: Days of operation/Everyday
• b_days_of_operation_sunday - R8: Days of operation/Sunday
• c_days_of_operation_monday - R8: Days of operation/Monday
• d_days_of_operation_tuesday - R8: Days of operation/Tuesday
• e_days_of_operation_wednesday - R8: Days of operation/Wednesday
• f_days_of_operation_thursday - R8: Days of operation/Thursday
• f_days_of_operation_friday - R8: Days of operation/Friday
• g_days_of_operation_saturday - R8: Days of operation/Saturday
• operation_hours - R9: Normal hours of operation
• opening_time - From
• opening_time_hms - From_HMS
• closing_time - To
• closing_time_hms - To_HMS
• license_or_registration - R70: Does the shop have a Business License/Legal registration?
• bank_account - R71: Do you have a bank account?
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R6Typeofretailshop - R6. Type of retail shop
• Pleasespecify - Please specify
• A_cereals - A. Cereals (rice, wheat, maize, millets, suji, etc.), bread, pasta, and noodles
• a_1_paraboiled_rice_coarse - A.1: Paraboiled rice (Coarse)
• a_2_parboiled_rice_fine - A.2: Parboiled rice (fine)
• a_3_nonparboiled_rice_coarse - A.3: Non-parboiled rice (coarse)
• a_4_nonparboiled_rice_fine - A.4: Non-parboiled rice (fine)
• a_5_chira_Poha - A.5:Chira/Poha
• a_6_khoi_lawa - A.6: Khoi/lawa
• a_7_muri_farri - A.7: Muri/ farri
• a_8_rice_flour - A.8: Rice flour
• a_9_other_rice_products - A.9: Other rice products
• a_10_wheat_whole_wheat - A.10: Wheat (Whole wheat)
• a_12_maida - A.12: Maida
• a_13_suji_rawa - A.13:Suji/ Rawa
• a_14_sewai_noodles - A.14: Sewai, noodles
• a_15_barley_and_itsproducts - A.15: Barley & its products
• a_16_maize_itsproducts - A.16: Maize & products
• a_17_saagu - A.17: Saagu
• a_18_jowar_and_itsproducts - A.18: Jowar & its products
• a_19_bajra_and_itsproducts - A.19: Bajra & its products
• a_20_ragi_and_itsproducts - A.20: Ragi & its products
• a_21_small_millets - A.21: Small millets & their products (foxtail millets, barnyard millets, proso m
• a_22_chaatu_sattu - A.22: Chaatu/ Sattu
• a_23_cerelac - A.23: Cerelac
• a_24_other_cereal_products - A.24: Other cereal products
• a_25_white_bread - A.25: White bread
• a_26_brown_bread - A.26: Brown bread (Whole wheat bread)
• a_27_papadum_flatbread - A.27: Papadum (flatbread)
• a_28_other_breads - A.28: Other breads
• a_29_pasta_maida_based - A.29: pasta (spaghetti or other) (maida based)
• a_30_whole_wheat_noodles - A.30: Whole wheat noodles/ pasta
• a_31_rice_noodles - A.31: Rice noodles
• a_32_other_noodles - A.32: Other noodles
• B_pulses - B. Pulses (chickpea, mung, arhar, masoor/ lentil, etc.)
• b_1_arhar_tur_pigeonpea - B.1:Arhar/ Tur/ Pigeon pea
• b_2_chanadaal_yellow - B.2:Chana dal (yellow)
• b_3_chana_kala_kalo - B.3: Chana (kala/ kalo)
• b_4_choley_chola - B.4: Choley/ Chola
• b_5_moongdal_whole - B.5: Moong daal (whole/ sabut
• b_6_moongdal_split - B.6: Moong daal (split)
• b_7_masur_whole - B.7: Masur/ mushur (whole/ sabut)
• b_8_masurdaal_split - B.8: Masur/ mushur dal (split)
• b_9_uraddaal_whole - B.9: Urad daal (whole/ sabut)
• b_10_blackgram_split - B.10: Urad daal/ Black gram (split)
• b_11_matar_motordaal - B.11: Matar/ Motor daal
• b_12_gram_flour - B.12: Gram flour (Besan)
• b_13_kidneybeans_rajma - B.13: Kidney beans/ Rajma
• b_14_khesari - B.14: Khesari
• b_15_anchordaal - B.15: Anchor daal
• b_16_shem_bichi - B.16: Shem bichi
• b_17_other_pulses - B.17:Other pulses
• C_nuts_and_seed - C. Nuts and seeds (peanuts, almonds, cashew nut, pistachio, walnut, melon seeds,
• c_1_groundnut - C.1:Groundnut
• c_2_almond - C.2: Almond
• c_3_cashew_nut - C.3: Cashew nut
• c_4_pistachio - C.4:Pistachio
• c_5_walnut - C.5: Walnut
• c_6_dates - C.6: Dates
• c_7_raisin_kishmish - C.7:Raisin/ kishmish/ monacca
• c_8_coconut_copra - C.8: Coconut:copra
• c_9_makhana - C.9: Makhana
• c_10_melon_seeds - C.10:Melon seeds
• c_11_sunflower_seeds - C.11: Jackfruit seeds
• c_12_jackfruit_seeds - C.12:Chia seeds
• c_13_chia_seeds - C.13: Pumpkin seeds
• c_14_pumpkin_seeds - C.14: Other nut and seeds
• c_15_other_nuts_seeds - C. Nuts and seeds (peanuts, almonds, cashew nut, pistachio, walnut, melon seeds,
• D_Spices_Condiments - D. Spices and condiments (dried chili, red chili powder, turmeric powder, cumin
• d_1_dried_chili_sabut - D.1: Dried chili (sabut)
• d_2_chili_powder - D.2: Chili powder
• d_3_turmeric_powder - D.3: Turmeric powder
• d_4_Turmeric_dried - D.4: Turmeric (dried)
• d_5_turmeric_nondried - D.5: Turmeric (non-dried)
• d_6_ginger_powder_paste - D.6: Ginger powder/paste
• d_7_garlic_powder_paste - D.7: Garlic powder/ paste
• d_8_jira_sabut - D.8: Jira (sabut)
• d_9_hing - D.9: Hing
• d_10_nutmeg_jaiphal - D.10:Nutmeg (jaiphal)
• d_11_mace_javitri - D.11: Mace (javitri)
• d_12_amchoor - D.12: Amchoor
• d_13_jira_powder - D.13:Jira powder
• d_14_coriander_sabut - D.14: Coriander (sabut)
• d_15_coriander_powder - D.15: Coriander (dhania) powder
• d_16_mustard_sarson - D.16: Mustard (sarson)
• d_17_elachi_cardamom_badi - D.17: Elachi / Cardamom (badi)
• d_18_cinnamon - D.18: Cinnamon
• d_19_cloves - D.19: Cloves
• d_20_tejpata - D.20: Tejpata
• d_21_salt - D.21:Salt
• d_22_sugar - D.22: Sugar
• d_23_jaggery - D.23: Jaggery
• d_24_baking_powder - D.24: Baking powder
• d_25_blackpepper_sabut - D.25: Black pepper (sabut)
• d_26_blackpepper_powder - D.26: Black pepper powder
• d_27_tamarind - D.27: Tamarind
• d_28_methi_fenugreek_seeds - D.28: Methi seeds/ Fenugreek seeds
• d_29_ajwain - D.29: Ajwain
• d_30_garam_masala_powder - D.30: Garam Masala powder
• d_31_panchforan - D.31: Panchforan
• d_32_kalonji - D.32: Kalonji
• d_33_saunf - D.33: Saunf
• d_34_other_spices_condiments - D.34: Other (spcies and condiments)
• E_Edibleoil - E. Edible oil (palm oil, Mustard oil, refined oil, groundnut oil, etc)
• e_1_dalda_vanaspati - E.1:Dalda/ Vanaspati
• e_2_palm_oil - E.2:Palm oil
• e_3_mustard_oil - E.3:Mustard oil
• e_4_soybean_oil - E.4:Soybean_oil
• e_5_sesame_oil - E.5:Sesame oil
• e_6_groundnut_oil - E.6:Groundnut oil
• e_7_coconut_oil - E.7:Coconut oil
• e_8_sunflower_oil - E.8:Sunflower oil
• e_9_rice_bran_oil - E.9:Rice bran oil
• e_10_other_edibleoil - E.10:Other (edible oil)
• F_Leafy_vegetables - F. Leafy vegetables (spinach, radish leaves, mustard leaves, etc.)
• f_1_amaranth - F.1:Amaranth
• f_2_spinach - F.2:Spinach
• f_3_drumstick_leaves - F.3:Drumstick leaves
• f_4_mustard_leaves - F.4:Mustard leaves
• f_5_radish_leaves - F.5:Radish leaves
• f_6_taro_leaves - F.6:Taro leaves
• f_7_wild_greens - F.7:Wild greens
• f_8_lal_shak_saag - F.8:/Lal shak/ saag
• f_9_pui_shak_Poi - F.9:Pui shak/ saag (Poi)
• f_10_pumpkin_shak - F.10:Pumpkin shak/ saag
• f_11_blackgram_shak - F.11:Black gram shak/ saag
• f_12_khesari_shak - F.12:Khesari shak/ saag
• f_13_methi_shak - F.13:Methi shak/ saag
• f_14_bathua_shak - F.14:Bathua shak/ saag
• f_15_coriander_leaves - F.15:Coriander leaves/ hara dhania/ dhoney pata
• f_16_other_greens - F.16:Other greens
• G_Other_vegetables - G. Other vegetables (pumpkin, carrots, tomato, lady finger, onion, cauliflower,
• g_1_carrots - G.1:Carrots
• g_2_pumpkin - G.2:Pumpkin
• g_3_tomatoes - G.3:Tomatoes
• g_4_onions - G.4:Onions
• g_5_green_chili - G.5:Green chili
• g_6_eggplant - G.6:Eggplant
• g_7_lady_finger - G.7:Lady finger
• g_8_cauliflower - G.8:Cauliflower
• g_9_cabbage - G.9:Cabbage
• g_10_white_radish - G.10:White radish
• g_11_bitter_gourd - G.11:Bitter gourd
• g_12_bottle_gourd - G.12:Bottle gourd
• g_13_ash_gourd - G.13:Ash gourd
• g_14_pointed_gourd - G.14:Pointed gourd
• g_15_ivy_gourd - G.15:Ivy gourd
• g_16_apple_gourd - G.16:Apple gourd
• g_17_ridged_gourd - G.17:Ridged gourd
• g_18_snake_gourd_Kainta - G.18:Snake gourd(Kainta)
• g_19_cucumber - G.19:Cucumber
• g_20_french_beans - G.20:French beans
• g_21_beetroot - G.21:Beetroot
• g_22_capsicum - G.22:Capsicum
• g_23_turnip - G.23:Turnip
• g_24_drumstick - G.24:Drumstick
• g_25_long_beans_Bora - G.25:Long beans (Bora)
• g_26_kohlrabi_gaanthgobhi - G.26:Kohlrabi (Gaanth Gobhi)
• g_27_green_papaya - G.27:Green papaya
• g_28_plantain - G.28:Plantain
• g_29_lemon - G.29:Lemon
• g_30_other_vegtables - G.30:Other vegetables
• H_Roots_and_tubers - H. Roots and tubers (potato, Colocasia, yams, etc.)
• h_1_potato - H.1:Potato
• h_2_sweet_potato - H.2:Sweet Potato (shakarkandi)
• h_3_tapioca - H.3:Tapioca
• h_4_yams - H.4:Yams (jimikand, kachhu, ol)
• h_5_colocasia - H.5:Colocasia (arbi/ pidalu)
• h_6_other_roots_tubers - H.6:Other roots and tubers
• I_Fruits - I. Fruits (banana, apple, orange, mango, papaya etc)
• i_1_papaya - I.1:Papaya
• i_2_mango - I.2:Mango
• i_3_orange_musk_melon - I.3:Orange musk melon
• i_4_ripe_banana - I.4:Ripe banana
• i_5_apple - I.5:Apple
• i_6_custard_apple - I.6:Custard Apple
• i_7_watermelon - I.7:Watermelon
• i_8_jackfruit - I.8:Jackfruit
• i_9_pineapple - I.9:Pineapple
• i_10_guava - I.10:Guava
• i_11_litchi - I.11:Litchi
• i_12_jamun - I.12:Jamun
• i_13_orange - I.13:Orange
• i_14_apricots_khubani - I.14:Apricots (khubani)
• i_15_pomegranate - I.15:Pomegranate
• i_16_grapes - I.16:Grapes
• i_17_kiwi - I.17:Kiwi
• i_18_peaches - I.18:Peaches (aaru)
• i_19_pear - I.19:Pear (nashpati)
• i_20_chickoo - I.20:Chickoo
• i_21_dragon_fruit - I.21:Dragon Fruit
• i_22_Palmyra_palm_fruit - I.22:Palmyra palm fruit (fada, tarkul)
• i_23_malta - I.23:Malta
• i_24_pomelo - I.24:Pomelo (dabha nimbu)
• i_25_Star_fruit - I.25:Star fruit
• i_26_koromcha - I.26:Koromcha (karaunda)
• i_27_jujube - I.27:Jujube (ber)
• i_28_plum - I.28:Plum (aloo bukhara)
• i_29_amra - I.29:Amra
• i_30_other_fruits - I.30:Other fruits
• J_Meat - J. Meat (chicken, mutton, beef, pork, duck etc.)
• j_1_chicken_broiler - J.1:Chiken (Broiler)
• j_2_chicken_desi - J.2:Chicken (Desi)
• j_3_karaknath - J.3:Karaknath (type of chicken available in India)
• j_4_chicken_liver - J.4:Chicken liver
• j_5_pigeon - J.5:Pigeon
• j_6_duck - J.6:Duck
• j_7_quail_bageri - J.7:Quail (bageri)
• j_8_other_birds - J.8:Other birds (specify)
• j_9_mutton - J.9:Mutton (Goat/Sheep meat)
• j_10_beef - J.10:Beef
• j_11_pork - J.11:Pork
• j_12_other_meat - J.12:Other Meat
• K_Fish_Seafoods - K. Fish and seafood (prawn, crabs etc.)
• k_1_rui - K.1:Rui
• k_2_katla - K. 2: Katla
• k_3_jasar - K.3:Jasar
• k_4_kalibaus - K.4: Kalibaus
• k_5_surmai - K.5: Surmai
• k_6_chital - K.6: Chital
• k_7_boal - K.7: Boal/Boari
• k_8_aair - K.8: Aair
• k_9_pangash_beket - K.9: Pangash/ Beket
• k_10_ritha - K.10: Ritha
• k_11_hilsa - K.11: Hilsa
• k_12_grass_carp - K.12: Grass Carp/ golden
• k_13_mirror_carp - K.13: Mirror Carp
• k_14_silver_carp - K.14: Silver Carp/ piora
• k_15_telapia - K.15: Telapia
• k_16_taki - K.16: Taki/ garai
• k_17_magur - K.17: Magur
• k_18_baim - K.18: Baim/ bami
• k_19_koi_kevai - K.19: Koi/ kevai
• k_20_meni - K.20:Meni
• k_21_shapla_padda - K.21: Shapla/padda/rupsha fish
• k_22_bagda_chingree - K.22: Bagda Chingree/ jhinga
• k_23_golda_chingree - K.23:Golda Chingree/ jhinga
• k_24_roopchanda - K.24:Roopchanda
• k_25_silan - K.25: Silan
• k_26_other_big_fish - K.26:/Other big fish (Specify: ________)
• k_27_gura_mach - K.27:Gura mach
• k_28_panch_mishali - K.28:Panch mishali
• k_29_puti - K.29: Puti (pothia)
• k_30_jatka - K.30:Jatka
• k_31_tengra - K.31:Tengra
• k_32_pabda - K.32: Pabda
• k_33_moa_mola - K.33: Moa/mola
• k_34_dhela - K.34: Dhela
• k_35_batashi - K.35: Batashi
• k_36_kachki - K.36: Kachki
• k_37_chanda - K.37: Chanda
• k_38_khalisa - K.38: Khalisa
• k_39_chapila - K. 39: Chapila
• k_40_ghutum - K.40: Ghutum
• k_41_bele - K.41: Bele
• k_42_chewa - K.42: Chewa
• k_43_poa - K.43:Poa
• k_44_foli - K.44: Foli
• k_45_bacha - K.45: Bacha
• k_46_baicha - K.46: Baicha
• k_47_kakra - K.47: Kakra/ kekra (crab)
• k_48_parshe - K.48: Parshe
• k_49_singi - K.49: Singi
• k_50_mahurali - K.50: Mahurali/ Dhandhari
• k_51_fossilis - K.51: Fossilis
• k_52_todi - K.52: Todi/ gaichi
• k_53_pomfret - K.53: Pomfret/ pamplet
• k_54_catfish - K.54: Catfish
• k_55_small_prawn - K.55: Small prawn
• k_56_dried_fish - K.56: Dried fish
• k_57_dried_small_shrimp - K.57: Dried small shrimp/prawn
• k_58_dried_small_fish - K.58: Dried small fish
• L_Eggs - L. Eggs
• l_1_eggs - L.1:Eggs/Eggs
• l_2_egg_desi - L.2:Eggs/Eggs(Desi)
• l_3_fish_egg - L.3:Eggs/Fish Eggs
• l_4_duck_egg - L.4:Eggs/ Duck Eggs
• M_Milk_and_Milkproducts - M. Milk and milk products (fresh milk, cream, curd, paneer, ghee, butter)
• m_1_fresh_fullcream - M.1:Fresh, full cream
• m_2_fresh_singletoned - M.2:Fresh, Single toned
• m_3_fresh_doubletoned - M.3:Fresh, double toned
• m_4_fresh_skimmed - M.4:Fresh, Skimmed
• m_5_flavored_Milk - M.5:Flavored Milk
• m_6_milk_tetra_packs - M.6:Milk in Tetra packs
• m_7_powdered_milk - M.7:Powdered milk
• m_8_condensed_fullcream - M.8:Condensed, full cream (milkmaid)
• m_9_other_milk - M.9:Other Milk
• m_10_curd - M.10:Curd
• m_11_fresh_cream - M.11:Fresh cream
• m_12_buttermilk - M.12:Buttermilk (chaach)
• m_13_lassi - M.13:Lassi
• m_14_paneer - M.14:Paneer
• m_15_processed_cheese - M.15:Processed cheese
• m_16_butter - M.16:Butter
• m_17_ghee - M.17:Ghee
• m_18_other_dairy_products - M.18:Other Dairy products
• O_Ultra_Processed_Foods - O. Ultra-processed foods (packaged and prepared)
• o_1_biscuits - O.Biscuits (packet)
• o_2_cream_biscuits - O.Cream Biscuits (packet)
• o_3_cakes - O.Cakes (per unit)
• o_4_chocolates - O.Chocolates (per unit)
• o_5_toffees - O.Toffees (per unit)
• o_6_ice_creams - O.Ice Creams (per unit)
• o_7_burger - O.Burger (per unit)
• o_8_sandwitch - O.Sandwich (per unit)
• o_9_puffs_baked_rolls_patties - O.Puffs or baked rolls (patties)
• o_10_pakora - O.Pakora (per unit)
• o_11_samosa - O.Samosa (per unit)
• o_12_popcorn - O. Popcorn (packet)
• o_13_puri_sabzi_luchi_torkari - O.Puri sabzi or Luchi torkari (per plate)
• o_14_dal_puri - O.Dal puri (per plate)
• o_15_chowmein - O.Chowmein (per plate)
• o_16_paratha - O.Paratha (per unit)
• o_17_idli - O.Idli (per plate)
• o_18_dosa - O.Dosa (per plate)
• o_19_pao_bhaji - O.Pao Bhaji (per plate)
• o_20_papad_bhujia_chanachur - O.Papad, Bhujia, Namkeen, Chanachur
• o_21_other_baked_salty_snacks - O. Other baked salty snacks
• o_22_other_deep_fried_snacks - O.Other deep-fried snacks
• o_23_sweets_mithai - O.Sweets or mithai (per unit)
• o_24_chips_kurkure_lays - O.Salty snacks or Chips
• o_25_instant_noodles - O.Instant Noodles such as Maggi
• o_26_instant_pasta - O.Instant_Pasta (per packet)
• o_27_other_rtc_products - O.Other ready to cook products
• o_28_packet_fruit_juice - O.Packet fruit juice such as Frooti, Mazaa etc.
• o_29_soft_drinks_pepsi_sprite - O.Soft drinks such as Pepsi, Sprite etc.
• o_30_hot_beverage_tea_coffee - O.Other hot beverages such as tea, coffee etc.
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R2_max_number_of_distinct_item - R2: What is the [maximum] number of distinct items on sale in this shop?
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R9_food_protected_from_things - R9: Is food in the shops protected from exposure to water, heat, direct sunlight
• R10_separation_of_f_and_v - R10: Are fresh fruits and vegetables in the shops well-separated from raw meat,
• R11_foods_stored_and_displayed - R11: Are raw meat, poultry, fish or seafood and dairy products in the shops stor
• R12_refrigeration_always_working - R12: Is refrigeration in the shops always working?
• R13_products_exceeded_expiry - R13: Are there any goods in labelled containers exceeding their “best-use-before
• R14_foods_intacted_and_labelled - R14: Are processed pre-packaged foods in the shops intact and in properly labell
• R15_free_of_spoilage_bad_signs - R15: Is food in the shops free of visible signs of spoilage and bad smells?
• R16_free_from_signs_of_decay - R16: Are food packages intact and free from signs of decay or damage?
• R17_rodents_movement - R17: Are movement of any rodents observed in the shop?
• R18_free_from_dust_and_water - R18: Is the store is free from dust and standing water?
• R19_garbage_dumps_present - R19: Are garbage dumps present in store vicinity?
• R20_open_drainage_outlets - R20: Are open drainage outlets or standing water present in store vicinity?
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R3_structures_best_describe - R3: Which are the structures that best describe this shop?
• R4_state_of_the_shop - R4: What is the state of this shop
• R5_facilities_present - R5: Are the following facilities present in the shop?
• R5a_refrigeration - R5a: Refrigeration
• R5b_roof - R5b: Roof
• roof_others_specify - Please specify
• R6_availability_following_things - R6: Are the following things available in or nearby this shop
• R6a_closed_sewage_system - R6a: A closed sewage system
• R6b_dedicated_waste_collection - R6b: A dedicated waste collection area
• R6c_walkways_and_emergency_exits - R6c: Walkways and emergency exit(s)
• R6d_water_availability - R6d: Water availability (manual pump or tap in close proximity of each shop, i.e
• R6e_toilets - R6e: Toilets
• R6f_storage_facilities - R6f: Storage facilities
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R21_promotional_posters_banners - R21. Are there promotional messages and activities in the form of posters or ban
• foodlist - Availability of products in the shop
• R22_promotional_message_present - R22: If yes, then is it present for this product?
• R23_visibility_of_message - R23_If yes, then how visible is the location of the advertisement/ promotional m
• R24_product_placement - R24: How is this product placed in the store?
• R24_product_placement_outside - R24: How is this product placed in the store?/Outside shop
• R24_product_placement_entrance - R24: How is this product placed in the store?/Entrance
• R24_product_placement_middle - R24: How is this product placed in the store?/Middle
• R24_product_placement_end - R24: How is this product placed in the store?/End
• R24_product_placement_near_count - R24: How is this product placed in the store?/Close to checkout counter
• R25_visibility_of_products - R25: How visible is this product in the store?
• R26_percent_occupies_in_store - R26: Please specify what percentage (%) of space this product occupies
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R1_mobility_of_retail_shop - R1: Mobility of retail shop
• submission__id - Unique ID
• Country - Country
• District - District
• psu_id
• retail_shop_ID - Retail shop ID
• R7_shopping_services - R7: Shopping: Which of the following applies to this shop?
• R7a_products_displayed_properly - R7a: Products are displayed such that it is easy to identify and select
• R7b_price_tags_visibly_displayed - R7b: Price tags are visibly displayed (printed or handwritten) (Includes prices
• R7c_possible_purchase_remotely - R7c: It is possible to purchase from this market remotely (e.g., online shopping
• R8_payment_facilities - R8: Payment facilities: Which of the following applies to this shop?
• R8a_accepts_more_than_one_form - R8a: The shop accepts more than one form of payment
• R8b_forms_of_payment - R8b: If yes, which forms of payment are accepted?
• R8b_cash - R8b: If yes, which forms of payment are accepted?/Cash
• R8b_debit_or_credit_card - R8b: If yes, which forms of payment are accepted?/Debit/ Credit Card
• R8b_mobile_money - R8b: If yes, which forms of payment are accepted?/Mobile Money/ UPI / Gpay/ Payt
• R8b_purchase_on_credit - R8b: If yes, which forms of payment are accepted?/Purchase on credit
• R8b_e_vouchers - R8b: If yes, which forms of payment are accepted?/E-vouchers
• R8b_payment_in_kind - R8b: If yes, which forms of payment are accepted?/Payment in kind
• R8b_others - R8b: If yes, which forms of payment are accepted?/Others
• R8b_others_specify - Please specify
• R8c_waiting_time_less_than_ten_m - R8c: The waiting time at checkout is normally shorter than 10 minutes
• R8d_receipt_automatically_issued - R8d: Receipts with details of items sold are automatically issued (printed, not
• R8a - R8a: The shop accepts more than one form of payment

f10731546 Location:

Variable Format: character

Notes: UNF:6:dpsabPXL8gyJs3w4rIL40A==

f10731546 Location:

Variable Format: character

Notes: UNF:6:vdL3KzRRc+mr486v41X6Dw==

f10731546 Location:

Variable Format: character

Notes: UNF:6:HBk5IEK9Y12VMaxr7Etkdg==

f10731546 Location:

Summary Statistics: Valid 20.0; StDev 0.7326950970650464; Max. 3.0; Min. 1.0; Mean 1.7;

Variable Format: numeric

Notes: UNF:6:7DGZQp3XlpVsYxBXeSxJ5g==

f10731546 Location:

Variable Format: character

Notes: UNF:6:XjxAYHv5o4eP6f+Ckh3Z8w==

f10731515 Location:

Variable Format: character

Notes: UNF:6:LLMUlqaNoR3LK+yW+jxasg==

f10731515 Location:

Variable Format: character

Notes: UNF:6:y0V3DgJq9QhJwlQylmNwgA==

f10731515 Location:

Variable Format: character

Notes: UNF:6:HWEt4Eak0U06KEjVKB3t8A==

f10731515 Location:

Summary Statistics: Min. 1.0; Valid 3.0; StDev 0.5773502691896257; Max. 2.0; Mean 1.3333333333333333

Variable Format: numeric

Notes: UNF:6:/Gp0pkEOLi6gFnBK29Ovrw==

f10731515 Location:

Variable Format: character

Notes: UNF:6:fux7kIFL9MGg9SOwWkzh3Q==

f10731548 Location:

Variable Format: character

Notes: UNF:6:rWZeMquEQP9URauOIQcjkQ==

f10731548 Location:

Variable Format: character

Notes: UNF:6:NOKL4R5d0NarO65Knhg8EA==

f10731548 Location:

Variable Format: character

Notes: UNF:6:ZmSpzAqfsD0mvskZMC0koQ==

f10731548 Location:

Summary Statistics: Mean 6.791666666666667; Valid 24.0; Min. 1.0; Max. 17.0; StDev 5.49291374857419

Variable Format: numeric

Notes: UNF:6:KGu35Cf1pF7JZkolNS6PTw==

f10731548 Location:

Variable Format: character

Notes: UNF:6:wRgcUY5hLw7w2JiEYUofpg==

f10731527 Location:

Variable Format: character

Notes: UNF:6:2gn6JgHa/jbgrBiJOQjB6g==

f10731527 Location:

Variable Format: character

Notes: UNF:6:8U++MXirsz+El8f5hbk3TA==

f10731527 Location:

Variable Format: character

Notes: UNF:6:/hhvoNwQOEwhp7ThIpMOKQ==

f10731527 Location:

Summary Statistics: Min. 1.0; Valid 36.0; StDev 4.8647582690071065; Mean 5.638888888888889; Max. 17.0

Variable Format: numeric

Notes: UNF:6:HnlsDUJeGFd0C6Sxd3BQ6A==

f10731527 Location:

Variable Format: character

Notes: UNF:6:rMjjDuHi1Ba2RPDpi2WY4Q==

f10731536 Location:

Variable Format: character

Notes: UNF:6:eDSocKIi7TKZk7W2R2xV2w==

f10731536 Location:

Variable Format: character

Notes: UNF:6:gU0oEPSkYP/mYdT/9ODSBg==

f10731536 Location:

Variable Format: character

Notes: UNF:6:FfAYxS06gdNJIcu5GcexoA==

f10731536 Location:

Summary Statistics: Max. 13.0; Min. 1.0; Valid 63.0; StDev 3.7568847876574147; Mean 5.396825396825396

Variable Format: numeric

Notes: UNF:6:IvpyYd3PgN6/KhSGlQJb7A==

f10731536 Location:

Variable Format: character

Notes: UNF:6:sN+BWQOItC2j7mlYB3p1BQ==

f10731526 Location:

Variable Format: character

Notes: UNF:6:DVqJvSFNXaKuA3KMN4fcUg==

f10731526 Location:

Variable Format: character

Notes: UNF:6:W5HsjQYSfp2H0MOSqkimOg==

f10731526 Location:

Variable Format: character

Notes: UNF:6:Y5A3s9qUGr0gjUtDCHf+Iw==

f10731526 Location:

Summary Statistics: Valid 54.0; StDev 4.198640424184985; Max. 17.0; Min. 1.0; Mean 5.351851851851851

Variable Format: numeric

Notes: UNF:6:fLY/8b//mvgbrXIWIAwLJw==

f10731526 Location:

Variable Format: character

Notes: UNF:6:U3tpgh3th3JdF/FBRohDXg==

f10731517 Location:

Variable Format: character

Notes: UNF:6:LGY2uL06RsUwTS7f6ByTTA==

f10731517 Location:

Variable Format: character

Notes: UNF:6:1rlr26u3jB/GXiB31waOpw==

f10731517 Location:

Variable Format: character

Notes: UNF:6:53Uq2HIK8QyfSc5XTHUwzQ==

f10731517 Location:

Summary Statistics: Valid 31.0; Max. 17.0; Min. 1.0; Mean 6.161290322580646; StDev 5.047090080389877;

Variable Format: numeric

Notes: UNF:6:mbRkmnwT6CodDA+mlvY6fw==

f10731517 Location:

Variable Format: character

Notes: UNF:6:WIiKIi764wbgqT6Dp4IczA==

f10731519 Location:

Variable Format: character

Notes: UNF:6:ARVGzCFulYArmiSGGt+6lA==

f10731519 Location:

Variable Format: character

Notes: UNF:6:6HHBql+DzVKj7imbughEAw==

f10731519 Location:

Variable Format: character

Notes: UNF:6:dNkoOypiTO9tpYK+5gudOA==

f10731519 Location:

Summary Statistics: Min. 1.0; Valid 3.0; Max. 2.0; StDev 0.5773502691896257; Mean 1.3333333333333333

Variable Format: numeric

Notes: UNF:6:OtLm7W4EZ9Qdzc9CbTdWwg==

f10731519 Location:

Variable Format: character

Notes: UNF:6:xIc87lL8O/Mv12pm3D7RFg==

f10731518 Location:

Variable Format: character

Notes: UNF:6:1cDmWLDDGAwNOAIuOlw1MQ==

f10731518 Location:

Variable Format: character

Notes: UNF:6:xPNM9GZB1v5VFH8XNcNeyQ==

f10731518 Location:

Variable Format: character

Notes: UNF:6:3QQkKlWN8ujkCsjXpWc0dw==

f10731518 Location:

Summary Statistics: StDev 1.0876134301285227; Valid 72.0; Max. 7.0; Mean 1.7361111111111114; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Wrmhaq2AF9CTbT3l711t2Q==

f10731518 Location:

Variable Format: character

Notes: UNF:6:RilI3RLe4bVzL+H3BNUpxQ==

f10731535 Location:

Variable Format: character

Notes: UNF:6:eeTOgr/k7v05ieYOnERnTg==

f10731535 Location:

Variable Format: character

Notes: UNF:6:1maNPG3Ce15oXCH5rCDhag==

f10731535 Location:

Variable Format: character

Notes: UNF:6:lxm5yeWzIRFvZWW3oY/SSw==

f10731535 Location:

Summary Statistics: Min. 1.0; StDev 1.5297809925141153; Mean 2.066666666666667; Valid 30.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:PZDymuxyMlaNqKjFtzG9XA==

f10731535 Location:

Variable Format: character

Notes: UNF:6:4dt2Mt2ZdoKslYxUrhT3mw==

f10731531 Location:

Variable Format: character

Notes: UNF:6:nzVZwnF6shsCbNOCqTgHrw==

f10731531 Location:

Variable Format: character

Notes: UNF:6:A/ibZbmlZ9d50YZdJu7A/A==

f10731531 Location:

Variable Format: character

Notes: UNF:6:cd+CAoMA4vY0pg7cOJwCzQ==

f10731531 Location:

Summary Statistics: Min. 1.0; StDev 0.5773502691896257; Max. 2.0; Mean 1.3333333333333333; Valid 3.0

Variable Format: numeric

Notes: UNF:6:FPcFMxyUonFU1MBUUAhFwA==

f10731531 Location:

Variable Format: character

Notes: UNF:6:W2CdvL+DrOKa7gXZ3ERt5g==

f10731544 Location:

Variable Format: character

Notes: UNF:6:eox2CDxQkATlxH5QZAnBLg==

f10731544 Location:

Variable Format: character

Notes: UNF:6:nFMsJ9GNB1iHA9ErkbIrOw==

f10731544 Location:

Variable Format: character

Notes: UNF:6:aCJHLDNGcvmY/XqAyBZwAQ==

f10731544 Location:

Summary Statistics: Valid 126.0; Mean 1.634920634920635; StDev 0.890870806374748; Min. 1.0; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:i4YtNE6ZMKf2puGHFPuOvA==

f10731544 Location:

Variable Format: character

Notes: UNF:6:yOpeQ6mzfXVsWwI5FhDUcw==

f10731534 Location:

Variable Format: character

Notes: UNF:6:+ITtyByDMZTrmbv97oGYWA==

f10731534 Location:

Variable Format: character

Notes: UNF:6:kt9znFqdshGO8kjCSXmkvw==

f10731534 Location:

Variable Format: character

Notes: UNF:6:vgHJP7xxef2qOGc0H7x5UQ==

f10731534 Location:

Summary Statistics: Max. 7.0; Valid 70.0; StDev 1.099218619519777; Min. 1.0; Mean 1.7428571428571424;

Variable Format: numeric

Notes: UNF:6:UMtBlei+9y/PwkNtgPcrVQ==

f10731534 Location:

Variable Format: character

Notes: UNF:6:W9cKfmZdJkTj0xyVLplj4w==

f10731537 Location:

Variable Format: character

Notes: UNF:6:Siy48l0OqErWL8B4AJZlQw==

f10731537 Location:

Variable Format: character

Notes: UNF:6:WcEc9RKwbp1bR6ntjtGO4w==

f10731537 Location:

Variable Format: character

Notes: UNF:6:xwyJxzJc/Nw7jI0ErBOLHg==

f10731537 Location:

Summary Statistics: StDev 1.3399949728614076; Min. 1.0; Mean 1.9047619047619044; Valid 42.0; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:lYv7h9/bWMoMJYojLUbA8g==

f10731537 Location:

Variable Format: character

Notes: UNF:6:FuPXurKa3yURJ2qCH2cQdA==

f10731530 Location:

Variable Format: character

Notes: UNF:6:P46Tm3mrrwRp1I741ODltA==

f10731530 Location:

Variable Format: character

Notes: UNF:6:RL3r6hk0bliBprxdKHQ6Kw==

f10731530 Location:

Variable Format: character

Notes: UNF:6:XRzET9Uk5Y4MpvxmmzoXEA==

f10731530 Location:

Summary Statistics: Valid 34.0; Max. 7.0; StDev 1.4564381625088383; Min. 1.0; Mean 2.0

Variable Format: numeric

Notes: UNF:6:TpcpkmkDgNBbo+XH7/mlbA==

f10731530 Location:

Variable Format: character

Notes: UNF:6:chUwmFNBafyUxOwvWnsuaw==

f10731542 Location:

Variable Format: character

Notes: UNF:6:Cto4tQC3Fn73ROkg5jSIqg==

f10731542 Location:

Variable Format: character

Notes: UNF:6:W1xohOBU6tGWi8bSk4qUgg==

f10731542 Location:

Variable Format: character

Notes: UNF:6:b+1athXG59SnA43eXNfakw==

f10731542 Location:

Summary Statistics: StDev 1.3156642869122186; Max. 7.0; Min. 1.0; Valid 44.0; Mean 1.8863636363636362

Variable Format: numeric

Notes: UNF:6:VKkvzyWlWcEU1OCHJ048WQ==

f10731542 Location:

Variable Format: character

Notes: UNF:6:2z7tTGJqcABaoCFYBfbHQw==

f10731533 Location:

Variable Format: character

Notes: UNF:6:KMWaeWuRQPfgTyEiq5keEA==

f10731533 Location:

Variable Format: character

Notes: UNF:6:RWb8pnRAlfm+v2+7HksGtA==

f10731533 Location:

Variable Format: character

Notes: UNF:6:omPmQhbxS0FMgWu9K3c2mA==

f10731533 Location:

Summary Statistics: Max. 7.0; Valid 40.0; Mean 1.9249999999999998; Min. 1.0; StDev 1.366025490620743;

Variable Format: numeric

Notes: UNF:6:6oYGh+QVIrVvRyxT9cFXsA==

f10731533 Location:

Variable Format: character

Notes: UNF:6:nTXqYjZOEInwGZjL2RKYBw==

f10731545 Location:

Variable Format: character

Notes: UNF:6:sy527rk0ZZhHm0dE62DCVg==

f10731545 Location:

Variable Format: character

Notes: UNF:6:VB0uE7meixczI2C4RI64HQ==

f10731545 Location:

Variable Format: character

Notes: UNF:6:vgHJP7xxef2qOGc0H7x5UQ==

f10731545 Location:

Summary Statistics: Max. 7.0; Min. 1.0; Mean 1.7428571428571424; StDev 1.099218619519777; Valid 70.0

Variable Format: numeric

Notes: UNF:6:UMtBlei+9y/PwkNtgPcrVQ==

f10731545 Location:

Variable Format: character

Notes: UNF:6:W9cKfmZdJkTj0xyVLplj4w==

f10731521 Location:

Variable Format: character

Notes: UNF:6:8NMAXqymYjpA+R1Z7+ffOg==

f10731521 Location:

Variable Format: character

Notes: UNF:6:B4lyNGvdVQ/hkqfXfuQ8BQ==

f10731521 Location:

Variable Format: character

Notes: UNF:6:DvgdquID95uV2jDOcDWB1A==

f10731521 Location:

Summary Statistics: Max. 7.0; StDev 1.3156642869122186; Mean 1.8863636363636362; Valid 44.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:dCq5JEyG8RisECzc/Rqs3g==

f10731521 Location:

Variable Format: character

Notes: UNF:6:ciKdGNAdd5e9VdTEEg1cKA==

f10731520 Location:

Variable Format: character

Notes: UNF:6:9QDgC5rLuZArKVrf4MzCog==

f10731520 Location:

Variable Format: character

Notes: UNF:6:25lYuPdO81BSHbs/GRR8pg==

f10731520 Location:

Variable Format: character

Notes: UNF:6:aZ2bP83Ls2bOdioh70cu/g==

f10731520 Location:

Summary Statistics: Min. 1.0; Mean 2.2727272727272725; Max. 7.0; Valid 22.0; StDev 1.7232808737106582

Variable Format: numeric

Notes: UNF:6:pPvcUtVnwRYn8s9dZw2ZFw==

f10731520 Location:

Variable Format: character

Notes: UNF:6:xPnYsDz72HwWKYbIZbD21A==

f10731524 Location:

Variable Format: character

Notes: UNF:6:ieR+ut3ClR0fCEyMe7vMLA==

f10731524 Location:

Variable Format: character

Notes: UNF:6:nnDt3Qjm02tgRW7bKV/mNQ==

f10731524 Location:

Variable Format: character

Notes: UNF:6:a0U8gxzWVHoyIDbnSVcFEA==

f10731524 Location:

Summary Statistics: Valid 78.0; StDev 1.055565779200479; Mean 1.7179487179487183; Min. 1.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:RSAbe/AlweXMFpdys6nOAA==

f10731524 Location:

Variable Format: character

Notes: UNF:6:ZF92avKaiv79CM3SG5bS3w==

f10731541 Location:

Variable Format: character

Notes: UNF:6:be5yrPgBP0hBwe8nrmckPw==

f10731541 Location:

Variable Format: character

Notes: UNF:6:PDoUGa2FGp6FMkvn3aQsOg==

f10731541 Location:

Variable Format: character

Notes: UNF:6:PLlpBhX0LXo9z/svih0meA==

f10731541 Location:

Summary Statistics: Min. 1.0; StDev 1.5297809925141153; Valid 30.0; Max. 7.0; Mean 2.066666666666667;

Variable Format: numeric

Notes: UNF:6:cAQzDqaUYnPak2gXhfK6Fg==

f10731541 Location:

Variable Format: character

Notes: UNF:6:NGpjWO1FeF32D+lSbit06A==

f10731543 Location:

Variable Format: character

Notes: UNF:6:L76k9NJzsUVyX2U1pJyVIw==

f10731543 Location:

Variable Format: character

Notes: UNF:6:wJjDaTjB0Oq+Z+WQM67tXg==

f10731543 Location:

Variable Format: character

Notes: UNF:6:yu39CFcozyJ+23BEHCGIeg==

f10731543 Location:

Summary Statistics: Mean 1.492063492063492; Min. 1.0; StDev 0.50395263067897; Valid 63.0; Max. 2.0;

Variable Format: numeric

Notes: UNF:6:8VYuEMPPBLca4RQV2LhLqg==

f10731543 Location:

Variable Format: character

Notes: UNF:6:jYlsXEOEMRHfhG0FnHafrQ==

f10731540 Location:

Variable Format: character

Notes: UNF:6:ZCQxEfnLiyMZ8Pm+p+BSzw==

f10731540 Location:

Variable Format: character

Notes: UNF:6:fdkvEzmai06odkHX6PdKgw==

f10731540 Location:

Variable Format: character

Notes: UNF:6:ZmSpzAqfsD0mvskZMC0koQ==

f10731540 Location:

Summary Statistics: StDev 5.49291374857419; Mean 6.791666666666667; Max. 17.0; Min. 1.0; Valid 24.0;

Variable Format: numeric

Notes: UNF:6:KGu35Cf1pF7JZkolNS6PTw==

f10731540 Location:

Variable Format: character

Notes: UNF:6:wRgcUY5hLw7w2JiEYUofpg==

f10731529 Location:

Variable Format: character

Notes: UNF:6:lWoTGGxMuVacJTqdqdoThQ==

f10731529 Location:

Variable Format: character

Notes: UNF:6:/kAke1lOJ7rliWpiobMqCg==

f10731529 Location:

Variable Format: character

Notes: UNF:6:03wlM9gPOsRkBWAa9d3mBw==

f10731529 Location:

Summary Statistics: Max. 17.0; StDev 3.405296862327136; Valid 106.0; Mean 2.849056603773584; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:KSueDS8Vo7MrnkOz2QNsqA==

f10731529 Location:

Variable Format: character

Notes: UNF:6:FCd0P2Pza/ibDbgJMSU7YQ==

f10731525 Location:

Variable Format: character

Notes: UNF:6:3KqoFHFKnI/E2y0te/7mvw==

f10731525 Location:

Variable Format: character

Notes: UNF:6:EfzkftYmEtdVFSC08Qlr0A==

f10731525 Location:

Variable Format: character

Notes: UNF:6:IYPdlm5FE8F6eftbSI4cnw==

f10731525 Location:

Summary Statistics: Mean 2.9677419354838706; Min. 1.0; StDev 1.8345548227974715; Max. 7.0; Valid 31.0;

Variable Format: numeric

Notes: UNF:6:hRI9YrfZEEuko4hbvSmX5Q==

f10731525 Location:

Variable Format: character

Notes: UNF:6:/DLpU7ax0rDnv8F4GJHSvA==

f10731528 Location:

Variable Format: character

Notes: UNF:6:SQltMqBNAx7B15J/aTJiUg==

f10731528 Location:

Variable Format: character

Notes: UNF:6:qE660KXonwIMWax0kUjkbw==

f10731528 Location:

Variable Format: character

Notes: UNF:6:qiWgpV0HwkY1AlaR89u+UQ==

f10731528 Location:

Summary Statistics: Valid 3.0; Mean 1.3333333333333333; Max. 2.0; StDev 0.5773502691896257; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:f8LinINa1bUARQH6V5A+Uw==

f10731528 Location:

Variable Format: character

Notes: UNF:6:BFrSQoyKueiTpqwQIsTLxQ==

f10731532 Location:

Variable Format: character

Notes: UNF:6:pSZABqPj31BzIkhSjbH1dw==

f10731532 Location:

Variable Format: character

Notes: UNF:6:7jIWj4rBUkjVZD7/x5oIZw==

f10731532 Location:

Variable Format: character

Notes: UNF:6:UogdVsjf2Sww20sommyC/w==

f10731532 Location:

Summary Statistics: Max. 4.0; Valid 7.0; Mean 2.0; Min. 1.0; StDev 1.1547005383792515

Variable Format: numeric

Notes: UNF:6:2/CIbQdv0w2zJseZyLRFPQ==

f10731532 Location:

Variable Format: character

Notes: UNF:6:Es7Sb98Ado3Z4h6IxB7b5Q==

f10731538 Location:

Variable Format: character

Notes: UNF:6:+LoG+e3314Iv2rNUhNsDSA==

f10731538 Location:

Variable Format: character

Notes: UNF:6:INxmM/1zpL5plxIh2sw1lw==

f10731538 Location:

Variable Format: character

Notes: UNF:6:Lw2bf//qNSmYHYlHhJ+8lw==

f10731538 Location:

Summary Statistics: Min. 1.0; Mean 1.7575757575757576; StDev 0.7512615652314042; Valid 33.0; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:ua/cyebY0nVi53GUlrkeBQ==

f10731538 Location:

Variable Format: character

Notes: UNF:6:PX5aBbDQzHKWtrCR5EduJg==

f10731547 Location:

Variable Format: character

Notes: UNF:6:ARVGzCFulYArmiSGGt+6lA==

f10731547 Location:

Variable Format: character

Notes: UNF:6:6HHBql+DzVKj7imbughEAw==

f10731547 Location:

Variable Format: character

Notes: UNF:6:dNkoOypiTO9tpYK+5gudOA==

f10731547 Location:

Summary Statistics: Mean 1.3333333333333333; Valid 3.0; Max. 2.0; StDev 0.5773502691896257; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:OtLm7W4EZ9Qdzc9CbTdWwg==

f10731547 Location:

Variable Format: character

Notes: UNF:6:xIc87lL8O/Mv12pm3D7RFg==

f10731522 Location:

Variable Format: character

Notes: UNF:6:Qy7llj41KO5JXFQcAYot9A==

f10731522 Location:

Variable Format: character

Notes: UNF:6:hEbpeVx6JwhAT7IpDj4gQA==

f10731522 Location:

Variable Format: character

Notes: UNF:6:VxC9l94thJrgteiAqouGEw==

f10731522 Location:

Summary Statistics: Min. 1.0; StDev 2.781088596487463; Valid 35.0; Mean 3.0285714285714285; Max. 11.0

Variable Format: numeric

Notes: UNF:6:hXRHU4c1C/+PIN1XHJfY7A==

f10731522 Location:

Variable Format: character

Notes: UNF:6:hSzbhLHor9nr1KLe0+LjUA==

f10731539 Location:

Variable Format: character

Notes: UNF:6:T7TlxFB8trAnYLd1HFx9dw==

f10731539 Location:

Variable Format: character

Notes: UNF:6:M4HFXdfYmJsgDQ+dm4pT5w==

f10731539 Location:

Variable Format: character

Notes: UNF:6:VRmRsX/wN4fClGNkDv2kkw==

f10731539 Location:

Summary Statistics: StDev 5.344764023140234; Max. 17.0; Mean 5.931034482758622; Valid 29.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:1HQfQxK4RndHdrzm7nhcug==

f10731539 Location:

Variable Format: character

Notes: UNF:6:Z4/Ufeywgjdy4CMtNmzbZg==

f10731516 Location:

Variable Format: character

Notes: UNF:6:34q1Br+4fXxPfI5jPt7jEQ==

f10731516 Location:

Variable Format: character

Notes: UNF:6:NyeuH9E2m/m4wxWISFfdUA==

f10731516 Location:

Variable Format: character

Notes: UNF:6:PsBvEOat9gkGZUf9wmLzzA==

f10731516 Location:

Summary Statistics: StDev 0.5477225575051661; Max. 2.0; Min. 1.0; Valid 5.0; Mean 1.4

Variable Format: numeric

Notes: UNF:6:MPeOi+CWy5tLLijSDGnaHA==

f10731516 Location:

Variable Format: character

Notes: UNF:6:FpL+tRrY1CwqFcacdTRXyQ==

f10731523 Location:

Variable Format: character

Notes: UNF:6:Y0cOmn5B15/Mcee9qyNtLA==

f10731523 Location:

Variable Format: character

Notes: UNF:6:90vWH+Zy4WoIqrdBg9R0pQ==

f10731523 Location:

Variable Format: character

Notes: UNF:6:nVoAtAGItiBX4HpcOu7g8A==

f10731523 Location:

Summary Statistics: Mean 1.4666666666666666; StDev 0.5163977794943222; Min. 1.0; Max. 2.0; Valid 15.0;

Variable Format: numeric

Notes: UNF:6:Hi8R9oHd/rJD1mHg+BYKsA==

f10731523 Location:

Variable Format: character

Notes: UNF:6:LrCMTPIr25vYyyjOfh0P7w==

f10731490 Location:

Summary Statistics: Valid 929.0; Max. 2.4624248E8; Mean 2.2643955362540367E8; StDev 3840048.2911659395; Min. 2.21040565E8;

Variable Format: numeric

Notes: UNF:6:zIOX9rgLgdfL3vIE1oFShA==

f10731490 Location:

Summary Statistics: Min. 1.0; Mean 1.0; Max. 1.0; StDev 0.0; Valid 929.0;

Variable Format: numeric

Notes: UNF:6:AXM2awDQ3PfxipwuP8hzBw==

f10731490 Location:

Summary Statistics: StDev 0.49706368420000274; Mean 1.4434876210979581; Min. 1.0; Max. 2.0; Valid 929.0;

Variable Format: numeric

Notes: UNF:6:JnIzkkrWu4gqC5GO94gUCg==

f10731490 Location:

Summary Statistics: Valid 929.0; Max. 127072.0; Mean 119119.5188374596; Min. 111011.0; StDev 5270.542784519317;

Variable Format: numeric

Notes: UNF:6:KBzJI2y8ks4QKOlf992IuQ==

f10731490 Location:

Summary Statistics: Max. 1.241011102E9; Mean 1.410311094434876E8; Min. 1.11110401E8; StDev 1.5479183874791232E8; Valid 929.0;

Variable Format: numeric

Notes: UNF:6:eE/HRR9wIVi2Y7mCa4X5ww==

f10731490 Location:

Summary Statistics: Min. 1.0; Max. 2.0; Valid 929.0; Mean 1.8062432723358453; StDev 0.39545340223723613

Variable Format: numeric

Notes: UNF:6:zvGTiUHjI1SaSNrr0zD59Q==

f10731490 Location:

Summary Statistics: Min. 1.0; StDev 0.4299318698546084; Max. 2.0; Mean 1.7556512378902047; Valid 929.0;

Variable Format: numeric

Notes: UNF:6:9jpzn7UBQbh9vfSHwIxZzQ==

f10731490 Location:

Summary Statistics: Valid 929.0; Max. 2.0; Mean 1.9892357373519913; StDev 0.10324663606818467; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:tDo6QxiZM/d2/n2rmYUqbw==

f10731490 Location:

Variable Format: character

Notes: UNF:6:sLw8LW4Q/dVR1xTL2LogVA==

f10731490 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Max. 0.0; Mean 0.0; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:zxGglQ8mv14Z/n1SvgGZqQ==

f10731490 Location:

Summary Statistics: StDev 0.48304589153964794; Min. 0.0; Max. 1.0; Mean 0.7; Valid 10.0

Variable Format: numeric

Notes: UNF:6:+UERTm8HccZ4EpNU+UBv5g==

f10731490 Location:

Summary Statistics: Valid 10.0; Mean 0.0; Min. 0.0; Max. 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:zxGglQ8mv14Z/n1SvgGZqQ==

f10731490 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Valid 10.0; Max. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:zxGglQ8mv14Z/n1SvgGZqQ==

f10731490 Location:

Summary Statistics: StDev 0.5270462766947299; Min. 0.0; Max. 1.0; Valid 10.0; Mean 0.5

Variable Format: numeric

Notes: UNF:6:k6M+d8ZuI+yF7pCAOaohng==

f10731490 Location:

Summary Statistics: Min. 0.0; Mean 0.0; Valid 10.0; Max. 0.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:zxGglQ8mv14Z/n1SvgGZqQ==

f10731490 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Valid 10.0; Max. 0.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:zxGglQ8mv14Z/n1SvgGZqQ==

f10731490 Location:

Summary Statistics: Mean NaN; Min. NaN; StDev NaN; Max. NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Max. 0.0; Min. 0.0; Mean 0.0; StDev 0.0; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:zxGglQ8mv14Z/n1SvgGZqQ==

f10731490 Location:

Summary Statistics: Valid 0.0; Mean NaN; Min. NaN; StDev NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Valid 929.0; Max. 2.0; Min. 1.0; StDev 0.12189691647370195; Mean 1.9849300322927879;

Variable Format: numeric

Notes: UNF:6:ROlXLugRjklKGztPbojFqw==

f10731490 Location:

Summary Statistics: Mean 1.993541442411195; Valid 929.0; Max. 3.0; StDev 0.19130126272201575; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:OjgnH0y7VsoKheoJY5Lvbg==

f10731490 Location:

Variable Format: character

Notes: UNF:6:7g3O28MkDNqoR1NmUn6W8g==

f10731490 Location:

Summary Statistics: Max. 1.0; Mean 0.35; Min. 0.0; StDev 0.4893604849295928; Valid 20.0;

Variable Format: numeric

Notes: UNF:6:V7/+vJR3ZKfcVXwfrpbKxw==

f10731490 Location:

Summary Statistics: Mean 0.05; Min. 0.0; StDev 0.22360679774997894; Max. 1.0; Valid 20.0;

Variable Format: numeric

Notes: UNF:6:Vn4Gfi6E76r49EBhy0UCcw==

f10731490 Location:

Summary Statistics: Max. 1.0; Min. 1.0; Valid 20.0; Mean 1.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:xAu96iMN1F6C4pOwOyzocA==

f10731490 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 20.0; StDev 0.47016234598162715; Mean 0.3;

Variable Format: numeric

Notes: UNF:6:pTqb42pGGlOQqAzOKRnKvg==

f10731490 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Max. 0.0; Valid 20.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:nc/q8uhVTNw9yMjrvzdj/Q==

f10731490 Location:

Summary Statistics: StDev 0.0; Max. 0.0; Mean 0.0; Valid 20.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:nc/q8uhVTNw9yMjrvzdj/Q==

f10731490 Location:

Summary Statistics: Mean NaN; Valid 0.0; Min. NaN; Max. NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: StDev 0.06551172226445569; Min. 2.0; Mean 2.0043057050592035; Max. 3.0; Valid 929.0

Variable Format: numeric

Notes: UNF:6:+BtlwkgaamY9XjNFuoQXfg==

f10731490 Location:

Summary Statistics: Max. NaN; StDev NaN; Min. NaN; Valid 0.0; Mean NaN

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Mean NaN; Max. NaN; Min. NaN; StDev NaN; Valid 0.0;

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Mean NaN; Max. NaN; StDev NaN; Min. NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Valid 0.0; Mean NaN; StDev NaN; Max. NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Max. NaN; Min. NaN; Mean NaN; StDev NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Mean NaN; StDev NaN; Min. NaN; Max. NaN; Valid 0.0;

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Max. NaN; StDev NaN; Mean NaN; Min. NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Mean NaN; Max. NaN; Valid 0.0; Min. NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731490 Location:

Summary Statistics: Valid 929.0; Max. 3.0; Mean 2.0043057050592035; StDev 0.08029295216797255; Min. 1.0

Variable Format: numeric

Notes: UNF:6:B4cen/bZHdl6RQ+1icWFmw==

f10731490 Location:

Variable Format: character

Notes: UNF:6:QgRQsAKdwmxlNhZwgiq/kQ==

f10731490 Location:

Summary Statistics: Valid 1.0; Mean 1.0; StDev 0.0; Max. 1.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:AAVYwOeERVQtfMPuo/KA/g==

f10731490 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Valid 1.0; StDev 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:lUp1VXMDJVrKltOIwVOLKg==

f10731490 Location:

Summary Statistics: Valid 1.0; Min. 0.0; Mean 0.0; StDev 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:lUp1VXMDJVrKltOIwVOLKg==

f10731490 Location:

Summary Statistics: Mean NaN; Min. NaN; StDev NaN; Valid 0.0; Max. NaN

Variable Format: numeric

Notes: UNF:6:NRVEKofaau+02DKOSTxUlQ==

f10731472 Location:

Summary Statistics: Max. 2.4624248E8; Valid 929.0; StDev 3840048.2911659395; Mean 2.2643955362540367E8; Min. 2.21040565E8

Variable Format: numeric

Notes: UNF:6:zIOX9rgLgdfL3vIE1oFShA==

f10731472 Location:

Summary Statistics: Valid 929.0; Mean 1.0; Min. 1.0; Max. 1.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:AXM2awDQ3PfxipwuP8hzBw==

f10731472 Location:

Summary Statistics: Valid 929.0; StDev 0.49706368420000274; Min. 1.0; Max. 2.0; Mean 1.4434876210979581

Variable Format: numeric

Notes: UNF:6:JnIzkkrWu4gqC5GO94gUCg==

f10731472 Location:

Summary Statistics: StDev 5270.542784519317; Valid 929.0; Min. 111011.0; Mean 119119.5188374596; Max. 127072.0

Variable Format: numeric

Notes: UNF:6:KBzJI2y8ks4QKOlf992IuQ==