TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Market Survey (doi:10.7910/DVN/S8LYJR)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Market Survey

doi:10.7910/DVN/S8LYJR

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: Market Survey", https://doi.org/10.7910/DVN/S8LYJR, Harvard Dataverse, V1, UNF:6:h7yTDny8OqkyXdd/hrl2rQ== [fileUNF]

TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Market Survey

doi:10.7910/DVN/S8LYJR

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)

2023

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/S8LYJR

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 multi-vendor markets offering a variety of food products within a 10-kilometer radius of the village centroid. The types of multi-vendor markets included in the survey were village markets, weekly village markets, roadside/street markets, and wholesale markets (mandis).</p> The survey employed pretested, structured questionnaires organized into four distinct modules:</p> </p>1. Market Manager Module: Captures general information about the market as a whole.</p> <p>2. Interview-Based Module: Gathers vendor-specific data, including details on the assortment of goods, availability, resilience, food sourcing, wastage, access, and protection dimensions.</p> <p>3. Observation + Photo Module: Focuses on market infrastructure, food quality, safety, and hygiene, supplemented with photographic documentation.</p> <p>4. Food List Module: Documents the availability and prices of an extensive range of food items at each location.</p> This comprehensive approach ensures a detailed understanding of agrifood systems at the district level, contributing to evidence-based decision-making for sustainable development.

2022-2023

2023-02-2023-06

Bangladesh, Bangladesh

Rangpur District, Rajshahi District

Village

Multivendor market

209 multivendor markets and 1740 vendors from 100 villages from Rangpur and Rajshahi districts in Bangladesh.

sample survey data (SSD)

Cross-section

The district agrifood systems assessment targeted 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 a probability proportional to the number of households in each village.</p> A prior market census conducted in these sampled villages identified multivendor food markets operating within a 10 km radius of each village. In-depth interviews were conducted with all multivendor markets identified in the census. Vendors within each market were then randomly selected, ensuring representation from various food categories. The selection criteria included at least two vendors for fruits and vegetables, and one vendor each for meat, fish, milk, bakery items, cereals, pulses, and other foods.</p> Where applicable, efforts were made to select approximately 50% female shop owners from the identified vendor categories to ensure gender inclusivity.

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.

<p>All the modules of market survey have market_id but only the following has them as unique id; Bangladesh_Market_Interview_ID Information; Bangladesh_Market_Market manager; Bangladesh_Market_Observation_Food Quality, Safety and Hygiene; Bangladesh_Market_Observation_ID information; Bangladesh_Market_Observation_Infrastructure; Bangladesh_Market_Observation_Market Information. </p> <p>The following files have vendor id as unique id; Bangladesh_Market_Interview_Access and Protection; Bangladesh_Market_Interview_Assortment of Essential Goods; Bangladesh_Market_Interview_Pricelist; Bangladesh_Market_Interview_Vendor's information. </p> <p>The following files are in long format and doesn’t have unique id. However, it can be created by combining the vendor_id with the serial number of each entry under that vendor_id. Bangladesh_Market_Interview_Availability; Bangladesh_Market_Interview_Food sourcing; Bangladesh_Market_Interview_Food Wastage and Management Practices; Bangladesh_Market_Interview_Prices; Bangladesh_Market_Interview_Resilience of Supply chain </p>

International Rice Research Institute (IRRI); International Food Policy Research Institute (IFPRI). 2024. TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Market Survey. Washington, DC: IFPRI [dataset]. <a href="https://doi.org/10.7910/DVN/S8LYJR">https://doi.org/10.7910/DVN/S8LYJR</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/J0YSQT">TAFSSA District Agrifood Systems Assessment in Bangladesh 2023: Retail Survey

</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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• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• vendor_id - M2: Vendor ID
• accessissue_a_awaymajorroads - M32a: Is access to this market normally difficult because the marketplace is awa
• accessissue_b_limitedcertaintime - M32b: Is access to this market limited at certain times of the year (e.g. monsoo
• accessissue_c_naturaldisaster - M32c: Was access limited to this market in the last one year because of a natura
• ifyes_which_naturaldisaster - M32d: If yes, then which natural disaster was it?
• ifyes_1_earthquake - M32d: If yes, then which natural disaster was it?/Earthquakes
• ifyes_2_floods - M32d: If yes, then which natural disaster was it?/Floods
• ifyes_3_droughts - M32d: If yes, then which natural disaster was it?/Droughts
• ifyes_4_tsunami - M32d: If yes, then which natural disaster was it?/Tsunami
• ifyes_5_storms - M32d: If yes, then which natural disaster was it?/Storms (Tropical cyclones, hur
• ifyes_6_forestfires - M32d: If yes, then which natural disaster was it?/Forest fires
• ifyes_7_landslides - M32d: If yes, then which natural disaster was it?/Landslides
• ifyes_8_others - M32d: If yes, then which natural disaster was it?/Other
• ifother_specify_disaster - Please specify
• aceessissue_e_disease_outbreak - M32e: Was access to this market limited in the last one year because of a diseas
• yn_protecissue_sociodemo_barrier - M33a: Are there are barriers (e,g., social) to entering or accessing your market
• ifyes_what - M33b: If there are barriers (e,g., social), then what are they?
• ifyes_1_gender - M33b: If there are barriers (e,g., social), then what are they?/Gender
• ifyes_2_age - M33b: If there are barriers (e,g., social), then what are they?/Age
• ifyes_3_ethinicity_caste - M33b: If there are barriers (e,g., social), then what are they?/Ethnicity/Caste
• ifyes_4_religion - M33b: If there are barriers (e,g., social), then what are they?/Religion
• ifyes_5_physical_diability - M33b: If there are barriers (e,g., social), then what are they?/Physical disabil
• ifyes_6_other - M33b: If there are barriers (e,g., social), then what are they?/Others, specify
• ifother_specify_barrier - Please specify
• yn_physical_threat - M33c: Do physical threats exist in the market for certain groups?
• ifyes_whom - M33d: If there are physical threats, then who is under these threats?
• ifyes_1_women - M33d: If there are physical threats, then who is under these threats?/Women
• ifyes_2_children - M33d: If there are physical threats, then who is under these threats?/Children
• ifyes_3_certain_castegroup - M33d: If there are physical threats, then who is under these threats?/Certain et
• ifyes_4_certain_religiousgroup - M33d: If there are physical threats, then who is under these threats?/Certain di
• ifyes_5_physically_diabled - M33d: If there are physical threats, then who is under these threats?/Physically
• ifyes_6_others - M33d: If there are physical threats, then who is under these threats?/Others
• ifothers_specify_whom - Please specify
• yn_marketaccess_securityissue - M33e: Is access to the market security issue?
• ifyes_what_type - M33f: If there are security issues, what types of issues are present? [multiple
• ifyes_1_civil_unrest - M33f: If there are security issues, what types of issues are present? [multiple
• ifyes_2_crime - M33f: If there are security issues, what types of issues are present? [multiple
• ifyes_3_other - M33f: If there are security issues, what types of issues are present? [multiple
• ifother_specify_type - Please specify
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• vendor_id - M2: Vendor ID
• product_sold_vendor - M7: Which products are normally sold by this vendor?
• prod_sold_1_cereals_vendor - M7: Which products are normally sold by this vendor?/Cereals (rice, wheat, maize
• prod_sold_2_pulses_vendor - M7: Which products are normally sold by this vendor?/Pulses (chickpea, mung, arh
• prod_sold_3_nutsandseeds_vendor - M7: Which products are normally sold by this vendor?/Nuts and seeds (peanuts, al
• prod_sold_4_spicescondiment_vend - M7: Which products are normally sold by this vendor?/Spices and condiments (drie
• prod_sold_5_edibleoil_vendor - M7: Which products are normally sold by this vendor?/Edible oil (palm oil, Musta
• prod_sold_6_leafyvegetables_vend - M7: Which products are normally sold by this vendor?/Leafy vegetables (spinach,
• prod_sold_7_othervegetables_vend - M7: Which products are normally sold by this vendor?/Other vegetables (pumpkin,
• prod_sold_8_rootstubers_vend - M7: Which products are normally sold by this vendor?/Roots and tubers (potato, C
• prod_sold_9_fruits_vendor - M7: Which products are normally sold by this vendor?/Fruits (banana, apple, oran
• prod_sold_10_meat_vendor - M7: Which products are normally sold by this vendor?/Meat (chicken, mutton, beef
• prod_sold_11_fishseafoods_vend - M7: Which products are normally sold by this vendor?/Fish and seafood (prawn, cr
• prod_sold_12_eggs_vendor - M7: Which products are normally sold by this vendor?/Eggs
• prod_sold_13_milk_vendor - M7: Which products are normally sold by this vendor?/Milk and milk products (fre
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• vendor_id - M2: Vendor ID
• sold_foodlist - C1: Sold foodlist
• yn_anyitem_currently_scare - M8: ${C1}: Are any of these products that you are selling currently scarce?
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• vendor_id - M2: Vendor ID
• sold_foodlist - C4: Sold foodlist
• yn_any_homemade_fooditem - M19: Was any of the food items produced/ prepared by yourself or by your family
• primary_product_source - M20: ${C4}: What is your primary source for this product?
• distance_primary_source - M21: ${C4}: What is the approximate distance of this primary source from your st
• frequency_purchase - M22: ${C4}: How often do you purchase from this primary supplier?
• transportation_mode_foodsourcing - M23: Which modes of transportation do you use to source your food from your supp
• a_walk_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• b_porter_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• c_bicycle_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• d_motorbike_transpo_mode - M23: Which modes of transportation do you use to source your food from your supp
• e_truckvan_etc_transpo_mode - M23: Which modes of transportation do you use to source your food from your supp
• f_cars_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• g_public_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• h_animal_drawn_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• i_not_applicable_transpor_mode - M23: Which modes of transportation do you use to source your food from your supp
• transportation_mode - C5: Transportation mode
• frequancy_ofuse_transpmode - M24: ${C5}: How frequently do you use this mode of transportation to source your
• cost_last_trip_tosupplier - M25: What was the approximate cost of the last trip to your supplier? (taka/rupe
• who_paid_last_trip - M25a: Who paid for this trip?
• paidby_ifother_specify - Please specify
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• vendor_id - M2: Vendor ID
• sold_foodlist - C6: Sold foodlist
• yn_food_spoilage - M26: ${C6}: Was there any spoilage of this food item/ product in the last 7 days
• ifyes_percent_spoilage - M27: ${C6}: If yes, percentage (%) of food was spoilt in the last 7 days out of
• how_foodwaste_disposed_generally - M28: How do you generally dispose of the food waste generated?
• disposal_1_garbageplace - M28: How do you generally dispose of the food waste generated?/Disposed properly
• disposal_2_thrown_on_streets - M28: How do you generally dispose of the food waste generated?/Thrown out of mar
• disposal_3_thrown_in_river - M28: How do you generally dispose of the food waste generated?/Throw in the rive
• disposal_4_return_to_supplier - M28: How do you generally dispose of the food waste generated?/Give it back to s
• disposal_5_no_foodwaste_inmarket - M28: How do you generally dispose of the food waste generated?/Food waste is not
• disposal_6_other - M28: How do you generally dispose of the food waste generated?/Other (specify)
• disposal_ifother_specify - Please specify
• reason_foodwaste - M29: What is the most important reason for food waste?
• reason_ifother_specify - Please specify
• yn_consider_using_unsold - M30: Do you consider utilizing the unsold food instead of throwing it away?
• ifyes_how - M31: If yes, how?
• ifyes_1_donate - M31: If yes, how?/Give donations to charity
• ifyes_2_sellat_low_price - M31: If yes, how?/Sell it at no or low prices to poor consumers
• ifyes_3_give_discount_promotions - M31: If yes, how?/Give discount or promotions (e.g., buy one get one free)
• ifyes_4_giveas_cattlefeed - M31: If yes, how?/Give as cattle feed
• ifyes_5_giveto_animals - M31: If yes, how?/Give to animals
• ifyes_6_disposed_in_compost - M31: If yes, how?/Disposed in composting place
• ifyes_7_other - M31: If yes, how?/Other
• ifothers_specify_how - Please specify
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• survey_date - Date of survey
• start_time - Start time of survey
• module_type - Enumerator: Which module are you filling?
• vendor_id - M2: Vendor ID
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market 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_11_whole_wheat_flour - A.11: Whole wheat flour
• a_12_maida - A.12: Maida
• a_13_suji_rawa - A.13:Suji/ Rawa
• a_14_sewai_noodles - A.14: Sewai, noodles
• a_15_barkey_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
• unit_price_cereals - Unit of price for Cereals
• packet_size_cereals - What was the size of packet in grams for cereals
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market 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
• market_id - Market 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?
• packet_size_eggs - What was the size of packet in grams for eggs?
• unit_price_eggs - Unit of price for eggs
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• 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_11_hilsa - K.11: Hilsa
• k_10_ritha - K.10: Ritha
• 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
• market_id - Market 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
• market_id - Market 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_leafyvegtables - Foodlist_Leafy Vegetables
• lowest_price_leafyveget - Lowest selling price for leafy vegetables
• medium_price_leafyveget - Medium selling price for eafy vegetables
• highest_price_leafyveget - Highest selling price for leafy vegetables
• packet_size_leafyveget - What was the size of packet in grams for leafy vegetables?
• unit_price_leafyveget - Unit of price for leafy vegetables
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• 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
• market_id - Market 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
• market_id - Market 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:Sunflower seeds
• c_12_jackfruit_seeds - C.12: Jackfruit seeds
• c_13_chia_seeds - C.13:Chia seeds
• c_14_pumpkin_seeds - C.14: Pumpkin seeds
• c_15_other_nuts_seeds - C.15: Other nut and seeds
• specify_c_15 - Please specify(other nust & seeds)
• 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
• market_id - Market 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_otherveget - Foodlist_Other Vegetables
• lowest_price_otherveget - Lowest selling price for other vegetables
• medium_price_otherveget - Medium selling price for other vegetables
• highest_price_otherveget - Highest selling price for other vegetables
• packet_size_otherveget - What was the size of packet in grams for other vegetables?
• unit_price_otherveget - Unit of price for other vegetables
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market 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
• unit_price_pulses - Unit of price for pulses
• packet_size_pulses - What was the size of packet in grams for pulses
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market 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_rootsandtuber - Roots and Tubers
• lowest_price_rootstuber - Lowest selling price for roots and tubers
• medium_price_rootstuber - Medium selling price for roots and tubers
• highest_price_rootstuber - Highest selling price for roots and tubers
• packet_size_rootstuber - What was the size of packet in grams for roots and tubers?
• unit_price_rootstuber - Unit of price for roots and tubers
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market 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
• market_id - Market ID
• vendor_id - M2: Vendor ID
• sold_foodlist - C2: Sold foodlist
• price_raised_drastically - M9: ${C2}: Did the selling price of these products increase drastically in the
• yn_predict_price - M10: ${C2}: Can you predict the price of this product in this market a week from
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• vendor_id - M2: Vendor ID
• sold_foodlist - C3: sold_foodlist
• yn_adequate_supply_demand - M11: ${C3}: Would your current purchase from the suppliers meet the customers' c
• yn_timely_supply_ondemand - M12: ${C3}: If you place an order for this product today, do you expect to recei
• yn_multiple_supplier - M13: ${C3}: Do you currently have more than one supplier for this product?
• ifyes_suppliers_location - M14: ${C3}: If yes, are most of your suppliers geographically located in the sam
• ifyes_supply_dependency - M15: ${C3}: If yes, is there a single supplier for this product, on whom most of
• factors_supplier_selection - M16: ${C3}: Which factors do you consider when choosing a supplier for this prod
• factor_1_quality - M13:factor-1:Quality
• factor_2_timely_delivery - M13:factor-2:Timely delivery of the products
• factor_3_product_prices - M13:factor-3:Price of product
• factor_4_reliability - M13:factor-4:Reliability
• factor_5_credit_facility - M13:factor-5:Credit facility (supplier gives product on credit)
• factor_6_other - M13:factor-6:Other(specify)
• factor_ifother_specify - Please specify
• howlong_associated_supplier - M17: ${C3}: For how long have the main supplier/s of this product been associate
• challange_1_low_profit_margins - Low profit margins
• challange_2_competition - Competition from other vendors
• challange_3_food_loss_perishable - Food loss because it is perishable
• challange_4_high_buying_prices - Prices of buying products is too high
• challange_5_operational - Operational challenges, (including higher transport cost, labor shortages and ir
• challange_6_not_enough_customers - Not enough customers
• challange_7_high_renting_cost - High costs for renting selling space
• 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
• market_id - Market ID
• vendor_id - M2: Vendor ID
• age_vendor - M4: Age of vendor
• gender_vendor - M5: Gender of vendor
• education_vendor - M6: Educational qualification of vendor
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• survey_date - Date of survey
• start_time - Start time of survey
• market_name - Market Name
• age_manager - M3: Age of manager
• gender_manager - M4: Gender of manager
• education_manager - M5: Educational qualification of manager
• working_days - M6: On which days do you work?
• working_days_everyday - M6: On which days do you work?/Everyday
• working_days_sunday - M6: On which days do you work?/Sunday
• working_days_monday - M6: On which days do you work?/Monday
• working_days_tuesday - M6: On which days do you work?/Tuesday
• working_days_wednesday - M6: On which days do you work?/Wednesday
• working_days_thursday - M6: On which days do you work?/Thursday
• working_days_friday - M6: On which days do you work?/Friday
• working_days_saturday - M6: On which days do you work?/Saturday
• working_hours_from - From?
• working_hours_to - To?
• mkt_management - M8: Who is this market managed by?
• specify_mkt_management - Please specify
• cost_mkt_facilities - M9: What is the average cost of renting out the market space and facilities (tak
• uop_mkt_access - M10: What is the unit of payment for accessing market space?
• customer_visiting_hours - M11: During the day, usually at what time are there maximum customers at the mar
• number_customer_visited - M12: Approximately, how many customers visiting the market every day are male?
• number_customer_female - M13: Approximately, how many customers visiting the market every day are female?
• agegroup_customer - M14: What is the age groups of customers who usually visit your shop?
• age_group_1st - 1st choice
• age_group_2nd - 2nd choice
• frequency_of_visit - M15: How often do majority of regular customers visit the market?
• types_of_customer - M16: Which types of customers does this market serve?
• type1_households - M16: Which types of customers does this market serve?/Households
• type2_retailers - M16: Which types of customers does this market serve?/Retailers
• type3_food_stalls - M16: Which types of customers does this market serve?/Restaurants/food stalls
• type4_other - M16: Which types of customers does this market serve?/Other
• type_specify_if_other - Please specify
• product_sold_mkt - M17: Which products are normally sold in this market?
• prod_sold_1_cereals_mkt - M17: Which products are normally sold in this market?/1. Cereals, bread, pasta a
• prod_sold_2_pulses_mkt - M17: Which products are normally sold in this market?/2. Pulses (chickpea, mung,
• prod_sold_3_nutsandseeds_mkt - M17: Which products are normally sold in this market?/3. Nuts and seeds (peanuts
• prod_sold_4_spicescondiment_mkt - M17: Which products are normally sold in this market?/4. Spices and condiments (
• prod_sold_5_edibleoil_mkt - M17: Which products are normally sold in this market?/5. Edible oil (palm oil, M
• prod_sold_6_leafyvegetables_mkt - M17: Which products are normally sold in this market?/6. Leafy vegetables (spina
• prod_sold_7_othervegetables_mkt - M17: Which products are normally sold in this market?/7. Other vegetables (pumpk
• prod_sold_8_rootstubers_mkt - M17: Which products are normally sold in this market?/8. Roots and tubers (potat
• prod_sold_9_fruits_mkt - M17: Which products are normally sold in this market?/9. Fruits (banana, apple,
• prod_sold_10_meat_mkt - M17: Which products are normally sold in this market?/10. Meat (chicken, mutton,
• prod_sold_11_fishseafoods_mkt - M17: Which products are normally sold in this market?/11. Fish and seafood (praw
• prod_sold_12_eggs_mkt - M17: Which products are normally sold in this market?/12. Eggs (egg (egg, egg (d
• prod_sold_13_milk_mkt - M17: Which products are normally sold in this market?/13. Milk and milk products
• M20aIsaccesstothismarketn - M20a: Is access to this market normally difficult because the marketplace is awa
• M20bIsaccesstothismarketl - M20b: Is access to this market limited at certain times of the year (e.g., monso
• M20cWasaccesslimitedtothis - M20c: Was access limited to this market in the last one year because of a natura
• accessissue_a_awaymajorroads - M20a: Is access to this market normally difficult because the marketplace is awa
• accessissue_b_limitedcertaintime - M20b: Is access to this market limited at certain times of the year (e.g., monso
• accessissue_c_naturaldisaster - M20c: Was access limited to this market in the last one year because of a natura
• ifyes_which_naturaldisaster - M20d: If yes, then which natural disaster was it?
• ifyes_1_earthquake - M20d: If yes, then which natural disaster was it?/Earthquakes
• ifyes_2_floods - M20d: If yes, then which natural disaster was it?/Floods
• ifyes_3_droughts - M20d: If yes, then which natural disaster was it?/Droughts
• ifyes_4_tsunami - M20d: If yes, then which natural disaster was it?/Tsunami
• ifyes_5_storms - M20d: If yes, then which natural disaster was it?/Storms (Tropical cyclones, hur
• ifyes_6_forestfires - M20d: If yes, then which natural disaster was it?/Forest fires
• ifyes_7_landslides - M20d: If yes, then which natural disaster was it?/Landslides
• ifyes_8_others - M20d: If yes, then which natural disaster was it?/Other
• ifother_specify_disaster - Please specify
• aceessissue_e_disease_outbreak - M20e: Was access to this market limited in the last one year because of a diseas
• yn_protecissue_sociodemo_barrier - M21a: Are there are barriers (e, g., social) to entering or accessing your marke
• ifyes_what - M21b: If there are barriers (e.g., social), then what are they?
• ifyes_1_gender - M21b: If there are barriers (e.g., social), then what are they?/Gender
• ifyes_2_age - M21b: If there are barriers (e.g., social), then what are they?/Age
• ifyes_3_ethinicity_caste - M21b: If there are barriers (e.g., social), then what are they?/Ethnicity/Caste
• ifyes_4_religion - M21b: If there are barriers (e.g., social), then what are they?/Religion
• ifyes_5_physical_diability - M21b: If there are barriers (e.g., social), then what are they?/Physical disabil
• ifyes_6_other - M21b: If there are barriers (e.g., social), then what are they?/Other
• ifother_specify_barrier - Please specify
• yn_physical_threat - M21c: Do physical threats exist in the market for certain groups?
• ifyes_whom - M21d: If there are physical threats, then who are more prone to these threats?
• ifyes_1_women - M21d: If there are physical threats, then who are more prone to these threats?/W
• ifyes_2_children - M21d: If there are physical threats, then who are more prone to these threats?/C
• ifyes_3_certain_castegroup - M21d: If there are physical threats, then who are more prone to these threats?/C
• ifyes_4_certain_religiousgroup - M21d: If there are physical threats, then who are more prone to these threats?/C
• ifyes_5_physically_diabled - M21d: If there are physical threats, then who are more prone to these threats?/P
• ifyes_6_others - M21d: If there are physical threats, then who are more prone to these threats?/O
• ifothers_specify_whom - Please specify
• yn_security_issue - M21e: Is access to the market security issue?
• ifyes_what_type - M21f: If there are security issues, what types of issues are present?
• ifyes_1_civil_unrest - M21f: If there are security issues, what types of issues are present?/Civil unre
• ifyes_2_crime - M21f: If there are security issues, what types of issues are present?/Crime
• ifyes_3_other - M21f: If there are security issues, what types of issues are present?/Other
• ifother_specify_type - Please specify
• food_spoilage_7_days - M22: Was there any food spoilage or wastage in this market in the last 7 days?
• food_spoilage_percentage - M23: If yes, approximately, what percentage (%) of food was spoilt in the last 7
• how_foodwaste_disposed_generally - M24: How do you generally dispose of the food waste generated in the market?
• disposal_1_garbageplace - M24: How do you generally dispose of the food waste generated in the market?/Dis
• disposal_2_thrown_on_streets - M24: How do you generally dispose of the food waste generated in the market?/Thr
• disposal_3_thrown_in_river - M24: How do you generally dispose of the food waste generated in the market?/Thr
• disposal_4_return_to_supplier - M24: How do you generally dispose of the food waste generated in the market?/Giv
• disposal_5_no_foodwaste_inmarket - M24: How do you generally dispose of the food waste generated in the market?/Foo
• disposal_6_other - M24: How do you generally dispose of the food waste generated in the market?/Oth
• disposal_ifother_specify - Please specify
• reason_foodwaste - M25: What is the most important reason for food waste in this market?
• reason_ifother_specify - Please specify
• yn_consider_using_unsold - M26: Do you consider utilizing the food instead of throwing it away?
• ifyes_how - M27: If yes, how?
• ifyes_1_donate - M27: If yes, how?/Give donations to charity
• ifyes_2_sellat_low_price - M27: If yes, how?/Sell it at no or low prices to poor consumers
• ifyes_3_give_discount_promotions - M27: If yes, how?/Give promotions (e.g. buy one get one free)
• ifyes_4_giveas_cattlefeed - M27: If yes, how?/Give as cattle feed
• ifyes_5_giveto_animals - M27: If yes, how?/Give to animals
• ifyes_6_disposed_in_compost - M27: If yes, how?/Dispose in composting place
• ifyes_7_other - M27: If yes, how?/Others, specify
• ifothers_specify_how - Please specify
• prod_sold1 - 1 prod_sold
• number_of_vendor_prod1 - 1 number_of_vendor_prod
• prod_control1 - 1 prod_control
• prod_sold2 - 2 prod_sold
• number_of_vendor_prod2 - 2 number_of_vendor_prod
• prod_control2 - 2 prod_control
• prod_sold3 - 3 prod_sold
• number_of_vendor_prod3 - 3 number_of_vendor_prod
• prod_control3 - 3 prod_control
• prod_sold4 - 4 prod_sold
• number_of_vendor_prod4 - 4 number_of_vendor_prod
• prod_control4 - 4 prod_control
• prod_sold5 - 5 prod_sold
• number_of_vendor_prod5 - 5 number_of_vendor_prod
• prod_control5 - 5 prod_control
• prod_sold6 - 6 prod_sold
• number_of_vendor_prod6 - 6 number_of_vendor_prod
• prod_control6 - 6 prod_control
• prod_sold7 - 7 prod_sold
• number_of_vendor_prod7 - 7 number_of_vendor_prod
• prod_control7 - 7 prod_control
• prod_sold8 - 8 prod_sold
• number_of_vendor_prod8 - 8 number_of_vendor_prod
• prod_control8 - 8 prod_control
• prod_sold9 - 9 prod_sold
• number_of_vendor_prod9 - 9 number_of_vendor_prod
• prod_control9 - 9 prod_control
• prod_sold10 - 10 prod_sold
• number_of_vendor_prod10 - 10 number_of_vendor_prod
• prod_control10 - 10 prod_control
• prod_sold11 - 11 prod_sold
• number_of_vendor_prod11 - 11 number_of_vendor_prod
• prod_control11 - 11 prod_control
• prod_sold12 - 12 prod_sold
• number_of_vendor_prod12 - 12 number_of_vendor_prod
• prod_control12 - 12 prod_control
• prod_sold13 - 13 prod_sold
• number_of_vendor_prod13 - 13 number_of_vendor_prod
• prod_control13 - 13 prod_control
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• yn_food_protected_fromexposure - M11: Is food in the market protected from exposure to water, heat, direct sunlig
• yn_fruits_vegeta_seperation - M12: Are fresh fruits and vegetables in the market well-separated from raw meat,
• yn_perishables_refrigeration - M13: Are raw meat, poultry, fish or seafood and dairy products in the market sto
• yn_refrigeration_always_working - M14: Is refrigeration in the market always working?
• yn_processedfood_spoilage - M15: Are processed pre-packaged foods in the market intact and in properly label
• yn_no_visiblesign_foodspoilage - M16: Is food in the market free of visible signs of spoilage and bad smells?
• yn_no_processedfood_decay - M17: Are processed food packages intact and free from signs of decay or damage?
• yn_rodents_movement - M18: Is the movement of any rodents observed?
• yn_no_dust_standingwater - M19: Is the market free from dust and standing water?
• yn_garbage_dumps - M20: Are there garbage dumps present near the market?
• yn_open_drainge_nearby - M21: Is there open drainage outlets near the market?
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• survey_date - Date of survey
• start_time - Start time of survey
• module_type - Enumerator: Which module are you filling?
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• market_structure - M5: Which are the structures that best describe this market?
• market_stall_status - M6: Which of the following best describes the majority of the stalls in this mar
• yn_closed_sewage_system - M7a: A closed sewage system
• yn_dedicated_waste_collec_area - M7b: A dedicated waste collection area
• yn_walkways_emergencyexit - M7c: Walkways and emergency exit(s)
• yn_shelter - M7d: Shelter
• yn_uninterrupted_electiricity - M7e: Uninterrupted electricity
• yn_reliable_communic_network - M7f: Reliable communication network (mobile phone coverage and/or internet)
• yn_water_availability - M7g: Water availability (manual pump or tap in proximity of each vendor, i.e. ma
• yn_public_toilets - M7h: Public toilets
• yn_permanent_roof - M8: Does the market have a permanent roof (made of concrete)?
• ifyes_cover_half_marketarea - M9: If yes, does the permanent roof cover 50% of the market?
• type_of_roofcovering - M10: What type of covering exists over most of the market where there is no perm
• ifothers_rooftype_specify - Please specify
• submission_id - Unique ID
• Country - Country
• District - District
• psu_id
• market_id - Market ID
• market_location - M0: Location of market
• village_or_city_name - M0.a.: If response to M0 is neighboring village or City market, please write the
• distance_market_village - M0.b.: If response to M0 is neighboring village or City market, how far is this
• type_of_market - M1: Type of market
• specify_type_of_market_ifothers - Please specify
• male_vendors_number - M2: Number of vendors/stalls operated by males
• female_vendors_number - M3: Number of vendors/stalls operated by females
• products_sold - M4: Which products are sold in this market?
• product_sold_1 - M4: Which products are sold in this market?/1. Cereals, bread, pasta and noodles
• product_sold_2 - M4: Which products are sold in this market?/2. Pulses (chickpea, mung, arhar, ma
• product_sold_3 - M4: Which products are sold in this market?/3. Nuts and seeds (peanuts, almonds,
• product_sold_4 - M4: Which products are sold in this market?/4. Spices and condiments (dried chil
• product_sold_5 - M4: Which products are sold in this market?/5. Edible oil (palm oil, Mustard oil
• product_sold_6 - M4: Which products are sold in this market?/6. Leafy vegetables (spinach, radish
• product_sold_7 - M4: Which products are sold in this market?/7. Other vegetables (pumpkin, carrot
• product_sold_8 - M4: Which products are sold in this market?/8. Roots and tubers (potato, colocas
• product_sold_9 - M4: Which products are sold in this market?/9. Fruits (banana, apple, orange, ma
• product_sold_10 - M4: Which products are sold in this market?/10. Meat (chicken, mutton, beef, por
• product_sold_11 - M4: Which products are sold in this market?/11. Fish and seafood (prawn, crabs e
• product_sold_12 - M4: Which products are sold in this market?/12. Eggs (egg (egg, egg (desi), duck
• product_sold_13 - M4: Which products are sold in this market?/13. Milk and milk products (fresh mi
• yn_prod_sold_1_cereals - M4: Which products are sold in this market?/Cereals (rice, wheat, maize, millets
• yn_prod_sold_2_pulses - M4: Which products are sold in this market?/Pulses (chickpea, mung, arhar, masoo
• yn_prod_sold_3_nutsandseeds - M4: Which products are sold in this market?/Nuts and seeds (peanuts, almonds, ca
• yn_prod_sold_4_spicescondiments - M4: Which products are sold in this market?/Spices and condiments (dried chili,
• yn_prod_sold_5_edibleoil - M4: Which products are sold in this market?/Edible oil (palm oil, Mustard oil, r
• yn_prod_sold_6_leafyvegetables - M4: Which products are sold in this market?/Leafy vegetables (spinach, radish le
• yn_prod_sold_7_othervegetables - M4: Which products are sold in this market?/Other vegetables (pumpkin, carrots,
• yn_prod_sold_8_rootstubers - M4: Which products are sold in this market?/Roots and tubers (potato, Colocasia,
• yn_prod_sold_9_fruits - M4: Which products are sold in this market?/Fruits (banana, apple, orange, mango
• yn_prod_sold_10_meat - M4: Which products are sold in this market?/Meat (chicken, mutton, beef, pork, d
• yn_prod_sold_11_fishseafoods - M4: Which products are sold in this market?/Fish and seafood (prawn, crabs etc.)
• yn_prod_sold_12_eggs - M4: Which products are sold in this market?/Eggs
• yn_prod_sold_13_milk - M4: Which products are sold in this market?/Milk and milk products (fresh milk,

f10731448 Location:

Variable Format: character

Notes: UNF:6:hSupWgRhmygx8dhJdCIVnw==

f10731448 Location:

Variable Format: character

Notes: UNF:6:l4QfwYk8nFgopz0vBEPDpg==

f10731448 Location:

Variable Format: character

Notes: UNF:6:8pjp3wq1tJfR/YgJjW6WRQ==

f10731448 Location:

Summary Statistics: Mean 1.8333333333333335; Min. 1.0; StDev 1.3108431863327243; Valid 72.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:s7xO2hajmY3QC8ak0ypISA==

f10731448 Location:

Variable Format: character

Notes: UNF:6:QXTCy/J04rjYNptcTa29lQ==

f10731450 Location:

Variable Format: character

Notes: UNF:6:iA/qfWNQbk91QUVArhhppw==

f10731450 Location:

Variable Format: character

Notes: UNF:6:B4C+fdA5lMiu2ReWxptENw==

f10731450 Location:

Variable Format: character

Notes: UNF:6:gmL+4yIfMB9i0DA6rKiKsA==

f10731450 Location:

Summary Statistics: StDev 2.24431410742968; Max. 9.0; Mean 2.5862068965517246; Valid 29.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:r4pWhx/4M8PTEgkXYD0VUA==

f10731450 Location:

Variable Format: character

Notes: UNF:6:KMa03h7514qBSBsWNCtIFw==

f10731433 Location:

Variable Format: character

Notes: UNF:6:ZqlItOf+YFMkOBAvYQyzlA==

f10731433 Location:

Variable Format: character

Notes: UNF:6:NO40GWgaJoZK30J+WVNALg==

f10731433 Location:

Variable Format: character

Notes: UNF:6:oYH6TYHHJp0afwIOrC0nzw==

f10731433 Location:

Summary Statistics: StDev 2.229481606852615; Max. 8.0; Mean 2.833333333333333; Valid 18.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:EzHdWu+DGT0yT4I2fr4ZDg==

f10731433 Location:

Variable Format: character

Notes: UNF:6:DFb76JFzvJqey2hbsvlFcA==

f10731439 Location:

Variable Format: character

Notes: UNF:6:Dev6A/d153jdfHTz1iwNNQ==

f10731439 Location:

Variable Format: character

Notes: UNF:6:PrS5038r+5Z7GtD5KhwddQ==

f10731439 Location:

Variable Format: character

Notes: UNF:6:EniBeMIvn3aHlAW1apU96A==

f10731439 Location:

Summary Statistics: Min. 1.0; StDev 1.2421105867342968; Valid 125.0; Mean 1.7520000000000004; Max. 9.0

Variable Format: numeric

Notes: UNF:6:vu/+Fu0waRf9uWP1AIlwVA==

f10731439 Location:

Variable Format: character

Notes: UNF:6:O1MbAGHkJ2H4UJvCTSX65Q==

f10731431 Location:

Variable Format: character

Notes: UNF:6:yzyhfe8TI0VrORvunyFW/g==

f10731431 Location:

Variable Format: character

Notes: UNF:6:zSRh+38GxdHtjS5tU5Ac7A==

f10731431 Location:

Variable Format: character

Notes: UNF:6:NZVlU09VBK4Bd4iDnM/zEg==

f10731431 Location:

Summary Statistics: Valid 68.0; StDev 1.3412480919834857; Mean 1.8529411764705883; Max. 8.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ORjXrRJz5rWv2B2ZPXwTwg==

f10731431 Location:

Variable Format: character

Notes: UNF:6:W7Zwj/qoVhzbSRt/r8ACLg==

f10731426 Location:

Variable Format: character

Notes: UNF:6:yWzkoit1tt1/MSxB7DyJrw==

f10731426 Location:

Variable Format: character

Notes: UNF:6:IVZKxPfM37yiiYAvl0claQ==

f10731426 Location:

Variable Format: character

Notes: UNF:6:VjkftQfNXBNtHMgWSyzrLw==

f10731426 Location:

Summary Statistics: StDev 1.962452422912495; Min. 1.0; Valid 41.0; Mean 2.268292682926829; Max. 9.0

Variable Format: numeric

Notes: UNF:6:Md8NtaC+VCPkCGVDCxn2Iw==

f10731426 Location:

Variable Format: character

Notes: UNF:6:L32Eumv9VY++C5WxUMppzg==

f10731451 Location:

Variable Format: character

Notes: UNF:6:Lmdr0AR2jXZUqkdWArKKvg==

f10731451 Location:

Variable Format: character

Notes: UNF:6:Irxrm/cNXsTSeQ34aKNqrw==

f10731451 Location:

Variable Format: character

Notes: UNF:6:dQsZn6KF1iGRpYLG9GlKLA==

f10731451 Location:

Summary Statistics: Valid 31.0; Max. 7.0; StDev 1.5041162160544144; Min. 1.0; Mean 2.064516129032258

Variable Format: numeric

Notes: UNF:6:XNWcXbhUOZfA6mgdY04OyQ==

f10731451 Location:

Variable Format: character

Notes: UNF:6:gEwOK6SRhwgdTZN5oQNLig==

f10731441 Location:

Variable Format: character

Notes: UNF:6:nMmuA8EzWBSgzHB7yG92LA==

f10731441 Location:

Variable Format: character

Notes: UNF:6:RyJQaPuBvHijjlAFdz5M0w==

f10731441 Location:

Variable Format: character

Notes: UNF:6:RDENi9Wv6dkmAnVi/ZbIXA==

f10731441 Location:

Summary Statistics: Min. 1.0; StDev 1.6288984328464486; Mean 2.071428571428571; Valid 42.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:ECNfgsQqggEVklmM/NRKig==

f10731441 Location:

Variable Format: character

Notes: UNF:6:I0kfMFt6VPeAFCYCda3lpQ==

f10731443 Location:

Variable Format: character

Notes: UNF:6:BanEbHwIBb5G6R7UvxlksA==

f10731443 Location:

Variable Format: character

Notes: UNF:6:oFO1LAW8KwNxRQvUxpAaIw==

f10731443 Location:

Variable Format: character

Notes: UNF:6:naoWGTpMyPaRzTih9Pam+g==

f10731443 Location:

Summary Statistics: Mean 1.9729729729729728; StDev 1.4040909769211791; Max. 7.0; Min. 1.0; Valid 37.0

Variable Format: numeric

Notes: UNF:6:gXQbJIGgWE/Lqh0YtoI4Ng==

f10731443 Location:

Variable Format: character

Notes: UNF:6:KP/1Fcm/zXUf9fxusgozUA==

f10731440 Location:

Variable Format: character

Notes: UNF:6:b7giermJz5ylh9a4K20DGA==

f10731440 Location:

Variable Format: character

Notes: UNF:6:f2elBPZHXIbDwL63/WbaQw==

f10731440 Location:

Variable Format: character

Notes: UNF:6:BV5cO8I+m4ediKcVXn95kQ==

f10731440 Location:

Summary Statistics: Valid 69.0; Min. 1.0; Mean 1.9565217391304353; Max. 9.0; StDev 1.585177505450152

Variable Format: numeric

Notes: UNF:6:CP6dySmHIZGKMbbnHXxilQ==

f10731440 Location:

Variable Format: character

Notes: UNF:6:9lOZ3UfwqOlL1UhoPHGucg==

f10731435 Location:

Variable Format: character

Notes: UNF:6:IRDOZj3JkwFImoh5F1icFA==

f10731435 Location:

Variable Format: character

Notes: UNF:6:ZjpUlRI5XXPF+osCGY0W0Q==

f10731435 Location:

Variable Format: character

Notes: UNF:6:lbeFxtBsZ/BNxv39Ck01cg==

f10731435 Location:

Summary Statistics: Mean 1.9268292682926833; Valid 41.0; Min. 1.0; StDev 1.3488929516911083; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:Q7MyDtJDAfyIwG7uCyP7vQ==

f10731435 Location:

Variable Format: character

Notes: UNF:6:J5UNkx574yB74Rm374r/lA==

f10731432 Location:

Variable Format: character

Notes: UNF:6:k62k/8iUu9zQXwTlkfu2gg==

f10731432 Location:

Variable Format: character

Notes: UNF:6:0WSmBplimyWYzXmubP2G1Q==

f10731432 Location:

Variable Format: character

Notes: UNF:6:0pSNi9T9TKqUin5sX0sA4w==

f10731432 Location:

Summary Statistics: Valid 19.0; Max. 7.0; Min. 1.0; StDev 1.804801911989365; Mean 2.421052631578948

Variable Format: numeric

Notes: UNF:6:QVgzCrGuTObHpek6eJbIfw==

f10731432 Location:

Variable Format: character

Notes: UNF:6:e8L8/j/fUz82cKrVPvhxmA==

f10731438 Location:

Variable Format: character

Notes: UNF:6:zlI/Pnn6cz0iDzHAZAd4lA==

f10731438 Location:

Variable Format: character

Notes: UNF:6:EZhy7cEhKxbYyHKh+bdtQw==

f10731438 Location:

Variable Format: character

Notes: UNF:6:ij+avb1kmwnSau2TPFU8jA==

f10731438 Location:

Summary Statistics: Mean 1.81578947368421; Min. 1.0; StDev 1.282814887303589; Max. 8.0; Valid 76.0;

Variable Format: numeric

Notes: UNF:6:8DOe/xS+oiFQ2ZCbol5ejA==

f10731438 Location:

Variable Format: character

Notes: UNF:6:xFgexO0ictAXez8CzWzsWA==

f10731444 Location:

Variable Format: character

Notes: UNF:6:icuAiNRb+lm7nCeMsyDmbw==

f10731444 Location:

Variable Format: character

Notes: UNF:6:iDbGj0ZJr6i72U6JWvU4rQ==

f10731444 Location:

Variable Format: character

Notes: UNF:6:+i46AFyS/Jn5GKctEyxiWQ==

f10731444 Location:

Summary Statistics: StDev 0.7524469885568253; Valid 17.0; Min. 1.0; Mean 1.7647058823529411; Max. 3.0

Variable Format: numeric

Notes: UNF:6:NDLnO37ohwZuPgPE1tMxLQ==

f10731444 Location:

Variable Format: character

Notes: UNF:6:eNGFIJKyqVPNA8K4BY5iGQ==

f10731446 Location:

Variable Format: character

Notes: UNF:6:6QjBVuHaA+fDG0WCrbUHcA==

f10731446 Location:

Variable Format: character

Notes: UNF:6:G7MXejruaDDPAjL/rib2tw==

f10731446 Location:

Variable Format: character

Notes: UNF:6:7fXXf4Cb2qCpvyLWaWhKYw==

f10731446 Location:

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

Variable Format: numeric

Notes: UNF:6:T+peaj7F9UdKJthYvHe21w==

f10731446 Location:

Variable Format: character

Notes: UNF:6:9OGRaHwGV8dE2gLg/kXaNg==

f10731428 Location:

Variable Format: character

Notes: UNF:6:p67SefLiK88tU1Q5+aFGJQ==

f10731428 Location:

Variable Format: character

Notes: UNF:6:fjJlUuIm9RDJS9V6VmJnAg==

f10731428 Location:

Variable Format: character

Notes: UNF:6:jb5mIaxM6jT5DbK+9ds2wA==

f10731428 Location:

Summary Statistics: Min. 1.0; Valid 15.0; Mean 6.266666666666667; StDev 4.0964560757992245; Max. 13.0

Variable Format: numeric

Notes: UNF:6:sQ94BehpOpazIwLVbYcZng==

f10731428 Location:

Variable Format: character

Notes: UNF:6:+ufi+kNJF7lXiGJBaDyYgw==

f10731437 Location:

Variable Format: character

Notes: UNF:6:ob3c4t9S456CghI/dtKCnw==

f10731437 Location:

Variable Format: character

Notes: UNF:6:nzHsABh2P3YS7w6Wiy8zDg==

f10731437 Location:

Variable Format: character

Notes: UNF:6:JmjPXQ7GtlYwWh03AuoKPQ==

f10731437 Location:

Summary Statistics: Min. 1.0; Max. 13.0; Mean 4.931818181818182; Valid 44.0; StDev 3.143081936443372

Variable Format: numeric

Notes: UNF:6:fcxFaJtmzFxDJj7MexWt6Q==

f10731437 Location:

Variable Format: character

Notes: UNF:6:5ro8SxegYlXnfzrLfTKa1A==

f10731445 Location:

Variable Format: character

Notes: UNF:6:4Yu3rGsBCmdVJv5Uqadvow==

f10731445 Location:

Variable Format: character

Notes: UNF:6:q1yS2ezOJPoOQy/jjZX/4g==

f10731445 Location:

Variable Format: character

Notes: UNF:6:WBUBo6WgRgNfuUo57GSxSQ==

f10731445 Location:

Summary Statistics: Mean 5.5600000000000005; Min. 1.0; Max. 14.0; StDev 4.042276586281548; Valid 25.0

Variable Format: numeric

Notes: UNF:6:5XDgQDTyB+9kqB8Tqf3O3Q==

f10731445 Location:

Variable Format: character

Notes: UNF:6:JOomvHILMYnlCbvRJBF1vg==

f10731436 Location:

Variable Format: character

Notes: UNF:6:+C4Ro3WK6cjFx6tSJkDbvw==

f10731436 Location:

Variable Format: character

Notes: UNF:6:9SCG2xgUUFEA3xY/7QvhJA==

f10731436 Location:

Variable Format: character

Notes: UNF:6:cyH7cciNmtkaq67yV7FFaA==

f10731436 Location:

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

Variable Format: numeric

Notes: UNF:6:jo/kfkozsXi/BDPYBQywrQ==

f10731436 Location:

Variable Format: character

Notes: UNF:6:4ojk/cK80oD+1h3Jj48WtQ==

f10731430 Location:

Variable Format: character

Notes: UNF:6:qEGAge/FHcz/qN6gH0+Nyg==

f10731430 Location:

Variable Format: character

Notes: UNF:6:aYHDbiYJG+8Kus40Akkmvw==

f10731430 Location:

Variable Format: character

Notes: UNF:6:4JOqSiHQUPIpxA+A2VhezQ==

f10731430 Location:

Summary Statistics: Mean 5.705882352941176; Max. 13.0; StDev 4.149769660510582; Valid 17.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:bRQKQ74uifa3o0gr7j90jA==

f10731430 Location:

Variable Format: character

Notes: UNF:6:QgQ2I2UC4hAezsua324d0g==

f10731434 Location:

Variable Format: character

Notes: UNF:6:8ncGjDGIOeBPgAK8XHnuJw==

f10731434 Location:

Variable Format: character

Notes: UNF:6:kI2Uf3BBJGUNp7cV7syHJg==

f10731434 Location:

Variable Format: character

Notes: UNF:6:WAefynYdLlwgAf4ip+gt9w==

f10731434 Location:

Summary Statistics: Max. 13.0; StDev 3.068658773253662; Min. 1.0; Mean 3.2857142857142865; Valid 49.0;

Variable Format: numeric

Notes: UNF:6:/BOzU+O6dMwL/TGI4OlsOw==

f10731434 Location:

Variable Format: character

Notes: UNF:6:53Ke0nZ+8Vt1ydcT3NIP8Q==

f10731442 Location:

Variable Format: character

Notes: UNF:6:gVYKrR0Fa44ym5UxdhUixA==

f10731442 Location:

Variable Format: character

Notes: UNF:6:1/jtcPGuawwhvzhZtJc3Cw==

f10731442 Location:

Variable Format: character

Notes: UNF:6:thmKkgsiYtKy9PvXI0GvSQ==

f10731442 Location:

Summary Statistics: Min. 1.0; Mean 3.2; Max. 7.0; StDev 1.820517979665599; Valid 15.0

Variable Format: numeric

Notes: UNF:6:36Ay+QLjHrcB4+RvKIsdPA==

f10731442 Location:

Variable Format: character

Notes: UNF:6:cRpm5tJJi1tCOoRT23BIQA==

f10731461 Location:

Variable Format: character

Notes: UNF:6:UZ9Wwo2jFB6LQdhWY5SzEw==

f10731461 Location:

Variable Format: character

Notes: UNF:6:pjXUg93rWaNpRlnRGvwx/g==

f10731461 Location:

Variable Format: character

Notes: UNF:6:KdJb0vPKEzZa83bSqt/UqQ==

f10731461 Location:

Summary Statistics: Min. 1.0; Valid 68.0; Mean 2.764705882352941; StDev 1.6492209563760571; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:Ao++4LdqfCevqVCMGHf3Tw==

f10731461 Location:

Variable Format: character

Notes: UNF:6:zqpnGPHisHhWYG84xK+HwA==

f10731449 Location:

Variable Format: character

Notes: UNF:6:DbkdLh76pCQMgG5ckEDgng==

f10731449 Location:

Variable Format: character

Notes: UNF:6:meWnjDAcRgvKFEt0fovPPg==

f10731449 Location:

Variable Format: character

Notes: UNF:6:wq3ZPPQqKt3pjF0zL6f9BQ==

f10731449 Location:

Summary Statistics: Max. 3.0; Valid 33.0; Min. 1.0; StDev 0.82915619758885; Mean 2.0;

Variable Format: numeric

Notes: UNF:6:RWHrboH08baB2bvou69+rw==

f10731449 Location:

Variable Format: character

Notes: UNF:6:kCJfGXBvZEF0xmXv8jxWTQ==

f10731427 Location:

Variable Format: character

Notes: UNF:6:DTwCzw8KPXyfQrKxbeM0aA==

f10731427 Location:

Variable Format: character

Notes: UNF:6:nb/bE8VYLi6WofC+r/lC5Q==

f10731427 Location:

Variable Format: character

Notes: UNF:6:cJswCpiJ/Y90bFWC7kqjWw==

f10731427 Location:

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

Variable Format: numeric

Notes: UNF:6:F7B2H4ewgdXPEHV8zInxKw==

f10731427 Location:

Variable Format: character

Notes: UNF:6:0Jia7/Vh3xd7bPKxIL1g5Q==

f10731429 Location:

Variable Format: character

Notes: UNF:6:bGl2Ekh4+WElue5TRbn+/A==

f10731429 Location:

Variable Format: character

Notes: UNF:6:rZMtknzZbOh5FRKY2VuCdw==

f10731429 Location:

Variable Format: character

Notes: UNF:6:VRzBGNbBJ8ud1RlWpXK2sA==

f10731429 Location:

Summary Statistics: Min. 1.0; Max. 4.0; Valid 30.0; StDev 0.784915252764901; Mean 1.7333333333333334;

Variable Format: numeric

Notes: UNF:6:6YmemoPqbh7bqE06f6aGNA==

f10731429 Location:

Variable Format: character

Notes: UNF:6:wWXL078AC67SY9wFhsXDOw==

f10731447 Location:

Variable Format: character

Notes: UNF:6:kzem9S1fmSwFSDgcqcuhKw==

f10731447 Location:

Variable Format: character

Notes: UNF:6:oqbUMHAM57Cx9NlV6+MNUQ==

f10731447 Location:

Variable Format: character

Notes: UNF:6:pkyYsk+8YFAPFmGh4o/mTQ==

f10731447 Location:

Summary Statistics: Min. 1.0; Max. 7.0; StDev 1.9311050377094112; Mean 3.4375; Valid 16.0

Variable Format: numeric

Notes: UNF:6:qac4AZNtslSDFiaj+lCJXg==

f10731447 Location:

Variable Format: character

Notes: UNF:6:V4jpusaUClAaljUws03hzA==

f10731208 Location:

Summary Statistics: Valid 1741.0; StDev 5281056.9719199; Min. 2.210476E8; Mean 2.2979998285870194E8; Max. 2.46790512E8

Variable Format: numeric

Notes: UNF:6:j+sBQOVUIUIFnxoHIA97vw==

f10731208 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Max. 1.0; Mean 1.0; Valid 1741.0

Variable Format: numeric

Notes: UNF:6:yAfys9QUnhqjRl8IRje7kw==

f10731208 Location:

Summary Statistics: StDev 0.5001435750209003; Min. 1.0; Max. 2.0; Mean 1.4997128087306077; Valid 1741.0

Variable Format: numeric

Notes: UNF:6:8ff1+NkX/T9/3oyo7zSDYQ==

f10731208 Location:

Summary Statistics: Min. 111011.0; Mean 119649.66973004017; Max. 127072.0; StDev 5503.065825931694; Valid 1741.0;

Variable Format: numeric

Notes: UNF:6:FOHX29IXUFdHtZDVTmZDVQ==

f10731208 Location:

Summary Statistics: Max. 1241013.0; StDev 136133.40497149524; Min. 111111.0; Valid 1741.0; Mean 136612.68811028198;

Variable Format: numeric

Notes: UNF:6:3YzwdHV+MvyCs6nA1Leg2Q==

f10731208 Location:

Summary Statistics: Max. 1.24101371E8; Valid 1741.0; StDev 1.3613393540426388E7; Min. 1.1111111E7; Mean 1.3661003252728287E7

Variable Format: numeric

Notes: UNF:6:rVKBVOnI8wGY8OwKQxWJig==

f10731208 Location:

Summary Statistics: Valid 1741.0; Mean 1.9615163699023548; StDev 0.1924159717835008; Min. 1.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:9dI6DtnLGLk5lIgXLnWW2A==

f10731208 Location:

Summary Statistics: Max. 2.0; StDev 0.4434688489806705; Valid 1741.0; Min. 1.0; Mean 1.731188971855256

Variable Format: numeric

Notes: UNF:6:QCyuRuXXaUHMljop99+7Cg==

f10731208 Location:

Summary Statistics: Valid 1741.0; Mean 1.9948305571510625; Max. 2.0; Min. 1.0; StDev 0.07173336250036517

Variable Format: numeric

Notes: UNF:6:B5X2hBuNTj4u5ysBGznWOA==

f10731208 Location:

Variable Format: character

Notes: UNF:6:zowF+ZPQBPLm/VRqKXXcSA==

f10731208 Location:

Summary Statistics: StDev 0.0; Valid 9.0; Max. 0.0; Min. 0.0; Mean 0.0;

Variable Format: numeric

Notes: UNF:6:bjlBD2DFfow6Fa1ROSN0zg==

f10731208 Location:

Summary Statistics: Min. 0.0; Mean 0.11111111111111108; Valid 9.0; StDev 0.3333333333333333; Max. 1.0

Variable Format: numeric

Notes: UNF:6:5xBi5uPl3i9MqapWqhwUSg==

f10731208 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Max. 0.0; Valid 9.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:bjlBD2DFfow6Fa1ROSN0zg==

f10731208 Location:

Summary Statistics: Valid 9.0; Min. 0.0; StDev 0.0; Max. 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:bjlBD2DFfow6Fa1ROSN0zg==

f10731208 Location:

Summary Statistics: Valid 9.0; Max. 1.0; Min. 0.0; Mean 0.4444444444444444; StDev 0.5270462766947299

Variable Format: numeric

Notes: UNF:6:9SfGD2Jv/HM17yM2q11dHQ==

f10731208 Location:

Summary Statistics: Valid 9.0; Max. 0.0; Min. 0.0; StDev 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:bjlBD2DFfow6Fa1ROSN0zg==

f10731208 Location:

Summary Statistics: Valid 9.0; Mean 0.0; Max. 0.0; StDev 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:bjlBD2DFfow6Fa1ROSN0zg==

f10731208 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.5270462766947299; Valid 9.0; Mean 0.4444444444444444

Variable Format: numeric

Notes: UNF:6:hm7ZY7+C2nH32gF8BH9qGA==

f10731208 Location:

Variable Format: character

Notes: UNF:6:V9rizCPLzVgbL/iLSbVeZw==

f10731208 Location:

Summary Statistics: Min. 1.0; Max. 2.0; Valid 1741.0; Mean 1.9959793222286044; StDev 0.06329939466762309;

Variable Format: numeric

Notes: UNF:6:sXU1v3oB4KZMNDJFXcKBXw==

f10731208 Location:

Summary Statistics: Mean 1.993681792073521; Min. 1.0; StDev 0.10430530924213142; Valid 1741.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:9IAzR0EyOIvuP7xmA/7nuw==

f10731208 Location:

Variable Format: character

Notes: UNF:6:t/Cz2LMuU7fM+FUlkVHxfQ==

f10731208 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Valid 15.0; Mean 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:dGWdrxp04vHoFaeGI2KWUg==

f10731208 Location:

Summary Statistics: Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0; Valid 15.0;

Variable Format: numeric

Notes: UNF:6:dGWdrxp04vHoFaeGI2KWUg==

f10731208 Location:

Summary Statistics: Valid 15.0; Min. 1.0; Mean 1.0; Max. 1.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:vtyImTHa0waWxg1VY8po2w==

f10731208 Location:

Summary Statistics: Mean 0.06666666666666668; Min. 0.0; StDev 0.25819888974716115; Valid 15.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:aHz49Sz4mYPum0FE7Uyb1w==

f10731208 Location:

Summary Statistics: Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0; Valid 15.0;

Variable Format: numeric

Notes: UNF:6:dGWdrxp04vHoFaeGI2KWUg==

f10731208 Location:

Summary Statistics: Mean 0.0; Valid 15.0; Min. 0.0; StDev 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:dGWdrxp04vHoFaeGI2KWUg==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731208 Location:

Summary Statistics: Max. 3.0; Valid 1741.0; StDev 0.08966992435023541; Mean 2.0022975301550834; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Wpb6I60vxFoIG5VmxGNgzA==

f10731208 Location:

Variable Format: character

Notes: UNF:6:TkxoU+0N5syIZXGGhfpYBg==

f10731208 Location:

Summary Statistics: Min. 0.0; StDev 0.0; Max. 0.0; Valid 5.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:YcP+jO+AE6PW612M4n9L6Q==

f10731208 Location:

Summary Statistics: StDev 0.0; Min. 0.0; Valid 5.0; Mean 0.0; Max. 0.0;

Variable Format: numeric

Notes: UNF:6:YcP+jO+AE6PW612M4n9L6Q==

f10731208 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Valid 5.0; Max. 1.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:Xv1YzkwFw/X7uMbD5aafrg==

f10731208 Location:

Summary Statistics: Valid 5.0; Min. 0.0; StDev 0.447213595499958; Mean 0.2; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:KBPOLsUNWv03m8uhgo/NoQ==

f10731208 Location:

Summary Statistics: Min. 0.0; Valid 5.0; Mean 0.0; Max. 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:YcP+jO+AE6PW612M4n9L6Q==

f10731208 Location:

Summary Statistics: Mean 0.0; StDev 0.0; Max. 0.0; Valid 5.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:YcP+jO+AE6PW612M4n9L6Q==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731208 Location:

Summary Statistics: Mean 2.002871912693854; Min. 2.0; StDev 0.053528596055821144; Valid 1741.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:WqUBZ00rXSt3ctYzicThOw==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731208 Location:

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

Variable Format: numeric

Notes: UNF:6:3wYCiFQzgpJIfw5fB1qvbA==

f10731202 Location:

Summary Statistics: StDev 5281056.9719199; Min. 2.210476E8; Mean 2.2979998285870194E8; Valid 1741.0; Max. 2.46790512E8;

Variable Format: numeric

Notes: UNF:6:dQnAfLvSRiEfvQFClUUWZg==

f10731202 Location:

Summary Statistics: Valid 1741.0; Mean 1.0; Max. 1.0; StDev 0.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:yAfys9QUnhqjRl8IRje7kw==

f10731202 Location:

Summary Statistics: Mean 1.4997128087306077; Valid 1741.0; Min. 1.0; StDev 0.5001435750209003; Max. 2.0

Variable Format: numeric

Notes: UNF:6:8ff1+NkX/T9/3oyo7zSDYQ==

f10731202 Location:

Summary Statistics: Min. 111011.0; Mean 119649.66973004017; StDev 5503.065825931694; Max. 127072.0; Valid 1741.0;

Variable Format: numeric

Notes: UNF:6:FOHX29IXUFdHtZDVTmZDVQ==

f10731202 Location:

Summary Statistics: StDev 136133.40497149524; Min. 111111.0; Max. 1241013.0; Mean 136612.68811028198; Valid 1741.0;

Variable Format: numeric

Notes: UNF:6:3YzwdHV+MvyCs6nA1Leg2Q==

f10731202 Location:

Summary Statistics: Valid 1741.0; Mean 1.3661003252728287E7; Max. 1.24101371E8; StDev 1.361339354042639E7; Min. 1.1111111E7;

Variable Format: numeric

Notes: UNF:6:KI/uKT3tHVy9Duj/3bvhKA==

f10731202 Location:

Variable Format: character

Notes: UNF:6:jeXzgDoSdPlg6zQ7hN2uIg==

f10731202 Location:

Summary Statistics: Min. 0.0; Mean 0.385410683515221; Valid 1741.0; Max. 1.0; StDev 0.4868320247504027

Variable Format: numeric

Notes: UNF:6:zoeQ2I8QxvIpwXqrqkKhYQ==

f10731202 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.40088848092488993; Mean 0.2010338885697876; Valid 1741.0

Variable Format: numeric

Notes: UNF:6:WNXCsBx9Vs2uKz5zOKFMKg==

f10731202 Location:

Summary Statistics: Valid 1741.0; Max. 1.0; StDev 0.1117314073381668; Min. 0.0; Mean 0.012636415852958124;

Variable Format: numeric

Notes: UNF:6:NT7O+2Xad6mu9Xf8hAQNmQ==

f10731202 Location:

Summary Statistics: Mean 0.10683515221137287; Valid 1741.0; StDev 0.3089923014410189; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:fzWJU7hitOzN3V1HCXaOXQ==

f10731202 Location:

Summary Statistics: StDev 0.3442388697212082; Mean 0.13727742676622656; Max. 1.0; Min. 0.0; Valid 1741.0;

Variable Format: numeric

Notes: UNF:6:vErJ1u/SuGpeU9Y5VFmDcw==

f10731202 Location:

Summary Statistics: Mean 0.06203331418724857; Max. 1.0; Min. 0.0; StDev 0.24128535363347603; Valid 1741.0

Variable Format: numeric

Notes: UNF:6:9BL17V0SMQcjJBLB0vEqKA==

f10731202 Location:

Summary Statistics: Valid 1741.0; StDev 0.3598842319339297; Max. 1.0; Mean 0.15278575531303845; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Y4AOABysk5ITmW6RPOa4ag==

f10731202 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 1741.0; Mean 0.12808730614589303; StDev 0.33428301273493044;

Variable Format: numeric

Notes: UNF:6:39lMNVIJUkR49qYWuI+kmg==

f10731202 Location:

Summary Statistics: StDev 0.3015362261447337; Valid 1741.0; Mean 0.10109132682366452; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:87lkczECF3SHkMCFM50r1g==

f10731202 Location:

Summary Statistics: Valid 1741.0; Min. 0.0; StDev 0.31475454656117774; Mean 0.1114302125215393; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:T1/j2VLLecYjHECgXV5rAQ==

f10731202 Location:

Summary Statistics: StDev 0.31546271794881503; Max. 1.0; Min. 0.0; Valid 1741.0; Mean 0.1120045950603102;

Variable Format: numeric

Notes: UNF:6:HO6jqWYS91yKYfJPAomFKg==

f10731202 Location:

Summary Statistics: StDev 0.2806769248381233; Mean 0.0861573808156234; Max. 1.0; Valid 1741.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:4EJU4vES1OWSKRucTswcig==

f10731202 Location:

Summary Statistics: Mean 0.15336013785180935; Max. 1.0; Valid 1741.0; StDev 0.3604378269864801; Min. 0.0

Variable Format: numeric

Notes: UNF:6:NiChXBgWt1n6xmHGJR2IXQ==

f10731212 Location:

Summary Statistics: Valid 3047.0; Mean 2.2948609219396135E8; Max. 2.46790512E8; StDev 5248501.4381108675; Min. 2.210476E8

Variable Format: numeric

Notes: UNF:6:1qDOYy7jbFWVFNKiEEyovw==

f10731212 Location:

Summary Statistics: Valid 3047.0; Max. 1.0; Min. 1.0; StDev 0.0; Mean 1.0;

Variable Format: numeric

Notes: UNF:6:wDHwd7oR8dByTfAWtK7PRQ==

f10731212 Location:

Summary Statistics: Max. 2.0; Min. 1.0; StDev 0.4997501304828608; Valid 3047.0; Mean 1.5182146373482026;

Variable Format: numeric

Notes: UNF:6:l5SI7D6rOjgNd2gn6HXZKQ==

f10731212 Location:

Summary Statistics: Max. 127072.0; StDev 5426.427253716601; Mean 119791.53659337075; Valid 3047.0; Min. 111011.0

Variable Format: numeric

Notes: UNF:6:0lbwS3GOaMKQveY7L8ktmg==

f10731212 Location:

Summary Statistics: Max. 1241013.0; StDev 117897.25241829018; Min. 111111.0; Valid 3047.0; Mean 132537.98260584162;

Variable Format: numeric

Notes: UNF:6:27RsIOfmudaE+qOM7NGNog==

f10731212 Location:

Summary Statistics: Max. 1.24101371E8; Valid 3047.0; StDev 1.1789827023037761E7; Mean 1.3253223158188418E7; Min. 1.1111111E7

Variable Format: numeric

Notes: UNF:6:EkebLoA7mw9WVWgdMe7y4w==

f10731212 Location:

Summary Statistics: Max. 13.0; StDev 4.160466941350208; Valid 3047.0; Min. 1.0; Mean 6.10764686576961

Variable Format: numeric

Notes: UNF:6:TTLqw3zUSrMMdZesPr7g0w==

f10731212 Location:

Summary Statistics: StDev 0.1865722887565347; Max. 2.0; Min. 1.0; Mean 1.9638989169675094; Valid 3047.0

Variable Format: numeric

Notes: UNF:6:njZFCG96BLcbjC1VKohV1Q==

f10731216 Location:

Summary Statistics: StDev 5260271.513160103; Valid 3196.0; Mean 2.2945912249280345E8; Min. 2.210476E8; Max. 2.46790512E8

Variable Format: numeric

Notes: UNF:6:i1rEctrUlhzWv/VwtNZWhg==

f10731216 Location:

Summary Statistics: Valid 3196.0; Max. 1.0; Min. 1.0; Mean 1.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:llezWyCJ6EMyzC0rYeHdWA==

f10731216 Location:

Summary Statistics: Max. 2.0; Mean 1.5219023779724776; StDev 0.499598221529263; Valid 3196.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:jHikQMWYUllNxqbFq+lwFw==

f10731216 Location:

Summary Statistics: Mean 119832.5541301625; StDev 5420.660766033754; Valid 3196.0; Min. 111011.0; Max. 127072.0

Variable Format: numeric

Notes: UNF:6:02yLA5dnsgfkRR3oIPkB+w==

f10731216 Location:

Summary Statistics: Valid 3196.0; Mean 133744.92928660946; Max. 1241013.0; StDev 123208.85668607012; Min. 111111.0

Variable Format: numeric

Notes: UNF:6:3RdgfWS9Xn8RTb0fL7fUsQ==

f10731216 Location:

Summary Statistics: Max. 1.24101371E8; StDev 1.2320984510091836E7; Min. 1.1111111E7; Mean 1.3373946750312962E7; Valid 3196.0;

Variable Format: numeric

Notes: UNF:6:4pfuGZh+7pcNzGUr9WeZig==

f10731216 Location:

Summary Statistics: Max. 13.0; Min. 1.0; Valid 3196.0; Mean 6.197434292866082; StDev 4.215272142659718

Variable Format: numeric

Notes: UNF:6:2OzcXUab3waRH/dmWxvtLQ==

f10731216 Location:

Summary Statistics: Mean 1.7622027534418023; StDev 0.42580094558742876; Valid 3196.0; Min. 1.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:RD1S9gA/34jjt0bzoiLVBA==

f10731216 Location:

Summary Statistics: Mean 2.1214017521902377; StDev 0.6420078344653682; Max. 6.0; Valid 3196.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:U+6A8gQNb2h1ptDlstIlOw==

f10731216 Location:

Summary Statistics: Mean 10.408193609617197; Min. 0.0; Valid 3161.0; StDev 22.92283918412453; Max. 545.0;

Variable Format: numeric

Notes: UNF:6:uVqovsZnn3kgow3Ukv4hAQ==

f10731216 Location:

Summary Statistics: Mean 2.09870294210693; StDev 0.9111136394236796; Max. 8.0; Min. 1.0; Valid 3161.0;

Variable Format: numeric

Notes: UNF:6:/ZEiU3roKOAD8ZjKBn8oFg==

f10731216 Location:

Variable Format: character

Notes: UNF:6:X34a5mOOQHtHen45VykwHQ==

f10731216 Location:

Summary Statistics: Mean 0.09418022528160172; Max. 1.0; Min. 0.0; Valid 3196.0; StDev 0.29212499317952384

Variable Format: numeric

Notes: UNF:6:mMhcWYF0PzFcK38WKjWR4g==

f10731216 Location:

Summary Statistics: Mean 0.006883604505631994; StDev 0.08269437802395625; Valid 3196.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:29fOSo91l0s3GPyFAam0DA==

f10731216 Location:

Summary Statistics: Mean 0.056633291614518036; Min. 0.0; StDev 0.23117673679726636; Valid 3196.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:pL8OL6tul89Se1HhGzu+tQ==

f10731216 Location:

Summary Statistics: StDev 0.16545624499254366; Valid 3196.0; Max. 1.0; Mean 0.028160200250313325; Min. 0.0

Variable Format: numeric

Notes: UNF:6:XKqdPd4zcN1DdN8kOnhF8g==

f10731216 Location:

Summary Statistics: Min. 0.0; Valid 3196.0; Max. 1.0; Mean 0.8717146433041297; StDev 0.33445960139056674

Variable Format: numeric

Notes: UNF:6:il+smV4DDA90xT+dTZCYUw==

f10731216 Location:

Summary Statistics: Max. 1.0; Mean 0.02847309136420544; StDev 0.16634612244515698; Min. 0.0; Valid 3196.0;

Variable Format: numeric

Notes: UNF:6:jl8QoJROo8vzLsccfN50pg==

f10731216 Location:

Summary Statistics: Min. 0.0; Valid 3196.0; StDev 0.3351539999490343; Mean 0.12891113892365408; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:gGeMCtq/GS41V0cXKvmy1A==

f10731216 Location:

Summary Statistics: Valid 3196.0; Min. 0.0; StDev 0.0; Mean 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:zX8/6dC5hRwJUVnmk+Dfxg==

f10731216 Location:

Summary Statistics: Mean 0.004693366708385471; Valid 3196.0; Max. 1.0; StDev 0.06835788978066765; Min. 0.0

Variable Format: numeric

Notes: UNF:6:8fSrSjpnqYMas6gEfzFdRQ==

f10731216 Location:

Summary Statistics: Min. 1.0; Max. 9.0; Mean 4.910826032540673; StDev 1.2125562980685083; Valid 3196.0

Variable Format: numeric

Notes: UNF:6:mHdaf3GbyTjFHT6MClde1A==

f10731216 Location:

Variable Format: character

Notes: UNF:6:icENNqP8CoSymWkySkhRFQ==

f10731216 Location:

Summary Statistics: Valid 3181.0; Mean 291.3832128261546; Max. 40000.0; StDev 1254.3139674291715; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:QdvESpCAdZkMY4B+RG7tKw==

f10731216 Location:

Summary Statistics: Valid 3181.0; Min. 1.0; StDev 0.7385487390113844; Mean 2.95158755108456; Max. 6.0

Variable Format: numeric

Notes: UNF:6:vPoYkI4vsZ8toFivuQ3Cug==

f10731216 Location:

Variable Format: character

Notes: UNF:6:YEDPAsg8dOFcp4VAbOyTvw==