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datasets/ecommerce_users_data.csv

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+user_id,age,country,subscription_type,device_type
+USER_0,21,IND,free,mobile
+USER_1,29,US,free,desktop
+USER_2,41,US,free,desktop
+USER_3,34,SG,free,desktop
+USER_4,48,IND,free,desktop
+USER_5,24,SG,premium,desktop
+USER_6,52,SG,premium,desktop
+USER_7,22,IND,premium,mobile
+USER_8,20,IND,free,desktop
+USER_9,30,SG,premium,mobile
+USER_10,28,IND,premium,desktop
+USER_11,57,US,free,mobile
+USER_12,30,SG,premium,mobile
+USER_13,28,US,free,desktop
+USER_14,37,US,premium,mobile
+USER_15,10,IND,free,desktop
+USER_16,33,US,free,mobile
+USER_17,22,US,free,mobile
+USER_18,22,SG,free,mobile
+USER_19,20,US,free,desktop
+USER_20,31,US,free,desktop
+USER_21,38,IND,free,mobile
+USER_22,28,SG,premium,desktop
+USER_23,23,US,free,mobile
+USER_24,34,IND,premium,desktop
+USER_25,53,US,free,desktop
+USER_26,31,SG,premium,desktop
+USER_27,49,IND,free,mobile
+USER_28,27,SG,free,mobile
+USER_29,34,SG,premium,mobile
+USER_30,37,IND,free,mobile
+USER_31,34,SG,free,mobile
+USER_32,28,SG,premium,desktop
+USER_33,35,US,free,mobile
+USER_34,19,SG,premium,desktop
+USER_35,32,US,free,mobile
+USER_36,31,US,premium,desktop
+USER_37,25,IND,premium,mobile
+USER_38,37,US,free,mobile
+USER_39,37,IND,premium,mobile
+USER_40,34,US,premium,mobile
+USER_41,27,SG,free,mobile
+USER_42,38,US,premium,desktop
+USER_43,40,SG,premium,desktop
+USER_44,27,SG,free,mobile
+USER_45,33,SG,free,mobile
+USER_46,37,IND,free,mobile
+USER_47,41,IND,premium,desktop
+USER_48,40,SG,free,desktop
+USER_49,36,IND,free,mobile
+USER_50,42,SG,premium,mobile
+USER_51,40,US,premium,desktop
+USER_52,34,US,free,desktop
+USER_53,32,SG,free,mobile
+USER_54,28,IND,premium,mobile
+USER_55,21,IND,free,mobile
+USER_56,29,US,free,desktop
+USER_57,28,SG,premium,desktop
+USER_58,45,IND,premium,desktop
+USER_59,33,IND,premium,desktop
+USER_60,21,US,premium,mobile
+USER_61,39,SG,premium,mobile
+USER_62,40,US,free,mobile
+USER_63,31,IND,free,mobile
+USER_64,37,IND,free,mobile
+USER_65,14,IND,premium,desktop
+USER_66,30,IND,premium,desktop
+USER_67,21,IND,free,desktop
+USER_68,30,IND,premium,desktop
+USER_69,36,US,free,mobile
+USER_70,42,SG,free,mobile
+USER_71,34,US,free,mobile
+USER_72,23,SG,free,desktop
+USER_73,42,US,free,mobile
+USER_74,21,SG,premium,desktop
+USER_75,41,US,free,mobile
+USER_76,36,IND,free,mobile
+USER_77,41,US,free,desktop
+USER_78,37,SG,free,mobile
+USER_79,33,IND,premium,desktop
+USER_80,48,US,premium,mobile
+USER_81,52,IND,free,mobile
+USER_82,38,SG,free,mobile
+USER_83,37,SG,free,mobile
+USER_84,37,IND,free,desktop
+USER_85,25,US,premium,desktop
+USER_86,49,SG,premium,desktop
+USER_87,24,IND,free,mobile
+USER_88,0,IND,premium,mobile
+USER_89,32,IND,free,mobile
+USER_90,41,IND,free,desktop
+USER_91,29,SG,premium,desktop
+USER_92,24,US,premium,mobile
+USER_93,16,US,free,mobile
+USER_94,37,SG,premium,mobile
+USER_95,47,IND,free,mobile
+USER_96,19,IND,free,mobile
+USER_97,24,SG,free,desktop
+USER_98,33,IND,premium,desktop
+USER_99,37,US,free,mobile

queries/ecommerce_basic.csv

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+query_id,parent_query_id,query_type,query,answer
+0,,basic,How many unique users are there?,100
+1,,basic,"Where user_id is USER_2, how many records are there?",45
+2,,basic,What's the highest count of records across all users?,354
+3,,basic,Which user has the most records?,USER_9
+4,,basic,What's the lowest count of records across all users?,2
+5,,basic,How many unique referrers are there?,4
+6,,basic,"Where referrer is search, how many records are there?",1283
+7,,basic,What's the highest count of records across all referrers?,1868
+8,,basic,Which referrer has the most records?,email
+9,,basic,What's the lowest count of records across all referrers?,1208
+10,,basic,Which referrer has the fewest records?,direct
+11,,basic,How many unique pages are there?,7

queries/ecommerce_stateful.csv

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+query_id,parent_query_id,query_type,query,answer
+0,,stateful,How many users added more than 4 items within 1 hour to the cart but exited without purchasing?,0 users
+1,,stateful,Did premium users make purchases?,15 users
+2,,stateful,What is the average time between viewing a product and adding it to cart?,13.7 mins
+3,,stateful,"Did users view, add to cart, checkout, and then purchase?",63 sessions
+4,,stateful,How many product views after cart abandonment?,0 views
+5,,stateful,Did any users add to cart but not checkout within 5 minutes?,78 users
+6,,stateful,Did any users view products more than 3 times without adding to cart?,0 users
+7,,stateful,"Which users reached the checkout stage, and where were these users acquired from?","56 unique users, top 3 referrers: email, social, direct"
+8,,stateful,How many product views occurred while users had an item in their cart?,599 views
+9,,stateful,How long on average do users spend with items in cart before purchasing or abandoning?,"Purchasing: 7.7 mins, Abandoning: 8.3 mins"
+10,,stateful,What are the common state transitions from browsing to purchase or abandonment?,"Top 3: search -> product (2170), product -> search (1997), product -> cart (329)"
+11,,stateful,What percentage of time do users spend in each page?,"product=42.97%, search=40.09%, homepage=9.24%, cart=6.08%, checkout=1.63%"

queries/iot_basic.csv

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+query_id,parent_query_id,query_type,query,answer
+14,,basic,"Where location_zone is zone_C or zone_A, what's the average battery_level?",70.005
+15,,basic,"Where battery_level is over 70, how many records are there?",25186
+19,,basic,"Where battery_level is between 42.15 and 70, what's the average battery_level?",69.334
+20,,basic,"Where signal_strength is between 40.24 and 74.96, what's the total signal_strength?",1798817.34
+21,,basic,"In the last 12 hours of data, what's the total battery_level?",1621294.449
+22,,basic,"In the last 24 hours of data, what's the average signal_strength?",74.961
+23,,basic,"In the first 12 hours of data, what's the average battery_level?",69.986
+33,,basic,Which location zone has the highest average battery_level?,zone_C
+34,,basic,What's the highest standard deviation of signal_strength across all device types?,3.571
+38,,basic,"Where device_type is humidity_sensor, what's the highest average battery_level across all firmware versions?",70.011
+41,,basic,"Where device_type is temperature_sensor or pressure_sensor, which firmware version has the lowest total battery_level?",v1.0
+43,,basic,"Where firmware_version is v1.0, which device type has the lowest average signal_strength?",temperature_sensor

queries/iot_stateful.csv

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+query_id,parent_query_id,query_type,query,answer
+0,,stateful,How many sensors exceeded a warning threshold more than 3 times in 12 hours without triggering maintenance?,112 sensors
+1,,stateful,Did sensors on firmware v1.0 ever reach critical state?,96 sensors
+2,,stateful,What is the average time between threshold exceeded and maintenance required?,2 hr 10 mins
+3,,stateful,"Were any v2.0 sensors in warning, critical, maintenance, and then operational?",59 sensors
+4,,stateful,How many readings were recorded after maintenance was required?,21937 readings
+5,,stateful,Did any sensors go from warning to critical without maintenance within an hour?,324 sensors
+6,,stateful,Did any v1.1 sensors raise warnings more than 3 times without ever reaching a critical status?,35 sensors
+7,,stateful,"Which sensors reached critical status, and what location zone were they in?","324 sensors: zone_A=88, zone_C=81, zone_B=80, zone_D=75"
+8,,stateful,How many readings were recorded while sensors were being maintained? Show me a breakdown by device type.,"68 readings: humidity_sensor=9, pressure_sensor=27, temperature_sensor=32"
+9,,stateful,How long on average do devices stay in critical status before entering maintenance? Show me a breakdown by device type.,"humidity_sensor=1 hr 18 min 52 sec, pressure_sensor=2 hr 57 min 32 sec, temperature_sensor=1 hr 49 min 8 sec"
+10,,stateful,What are the most common state transitions from degraded status to operational or offline? Show me the results according to the device location.,"zone_A: warning->operational=204, critical->offline=26; zone_B: warning->operational=214, critical->offline=19; zone_C: warning->operational=202, critical->offline=22; zone_D: warning->operational=154, critical->offline=25"
+11,,stateful,What percentage of time do devices spend in each status? Show me a breakdown by device type.,"humidity_sensor: operational=91.40%, warning=3.82%, critical=3.12%, maintenance=1.66%; pressure_sensor: operational=87.16%, critical=8.69%, warning=2.63%, maintenance=1.53%; temperature_sensor: operational=82.28%, critical=9.51%, warning=5.18%, maintenance=3.03%"

queries/telecom_basic.csv

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+query_id,parent_query_id,query_type,query,answer
+9,,basic,"Where Transport_Interface_ID is eth3 or eth2, what's the average RRC_ConnEstabSucc?",110.987
+11,,basic,"Where RRC_ConnEstabSucc is over 110.96, what's the average Cell_Availability?",99.499
+16,,basic,"In the last 12 hours of data, what's the average DL_PRB_Utilization?",71.611
+18,,basic,"In the first 12 hours of data, what's the average RRC_ConnEstabSucc?",96.778
+29,,basic,What's the highest average Cell_Availability across all Transport Devices?,99.5
+33,,basic,What's the lowest average DL_PRB_Utilization across all Transport Devices?,60.972
+34,,basic,Which Transport Device has the lowest average DL_PRB_Utilization?,RTR_004
+37,,basic,"Where Transport_Device_ID is RTR_004 or RTR_002, what's the highest average Cell_Availability across all Transport Interfaces?",99.499
+38,,basic,"Where Transport_Device_ID is RTR_004 or RTR_002, which Transport Interface has the highest average Cell_Availability?",eth1
+39,,basic,"Where Transport_Interface_ID is eth1, what's the lowest standard deviation of DL_PRB_Utilization across all Transport Devices?",20.076
+44,,basic,"In the last 12 hours of data, which Transport Interface has the highest total RRC_ConnEstabFail?",eth1
+45,,basic,"In the last 24 hours of data, what's the highest average Cell_Availability across all Transport Devices?",99.501

queries/telecom_incident.csv

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+query_id,parent_query_id,query_type,query,answer
+0,,incident,Did the router that caused the outage have elevated packet loss on January 2 morning?,"Yes, 3.2x more packet loss"
+1,,incident,What was the average latency on the affected router link during the incident?,19.69 ms
+2,,incident,How many transport links were experiencing high packet loss during the outage?,"1, Device_ID=RTR_001, Interface_ID=eth0"
+3,,incident,Which transport link had the worst latency during the outage?,"Device_ID=RTR_001, Interface_ID=eth0"
+4,,incident,Were connection failures elevated on cells behind the affected router during the outage?,"Yes, 3.7x more failures"
+5,,incident,What was the average connection failure rate on cells behind the affected router during the outage?,13.84
+6,,incident,How many cells lost availability during the outage on January 2?,19
+7,,incident,Which 5 cells had the most connection failures during the outage?,"CELL_62, CELL_67, CELL_28, CELL_45, CELL_80"
+8,,incident,"Were connection failures elevated on cells behind the affected router during the outage, while the core nodes were also under load?","Yes, cell connection failures were 3.7x higher, core node CPU load was 1.1x higher"
+9,,incident,"Were connection failures elevated on cells behind the affected router during the outage, even though core node session counts looked normal?","Yes, cell connection failures were 3.7x higher"
+10,,incident,"How many cells lost availability during the outage on January 2, while the core nodes were also under load?",19
+11,,incident,"How many cells lost availability during the outage on January 2, compared to the same time the day before when core nodes were healthy?",19