Logistics
20 columns
78 rows
8 formats

E-commerce Warehouse Robotics Utilization

This dataset provides detailed, shift-level operational metrics for warehouse robots in e-commerce fulfillment centers, including performance, downtime, energy consumption, and ROI indicators. It enables granular analysis of automation efficiency, identification of process bottlenecks, and data-driven resource allocation to optimize order processing speed and cost-effectiveness.

last updated 26 Jan 2026
by GoMask

The brief that made it

Analyzing warehouse robotics efficiency and utilization

Sample rows

preview · 8 of 78 rows · all 20 columns

robot_idstring	robot_typestring	automation_roi_usdfloat	maintenance_requiredboolean	fulfillment_center_idstring	fulfillment_center_namestring	location_citystring	location_statestring	location_countrystring	operation_datedate	shiftstring	orders_processedinteger	items_handledinteger	distance_traveled_metersfloat	operational_hoursfloat	downtime_minutesinteger	error_countinteger	energy_consumed_kwhfloat	bottleneck_flagboolean	notesstring
RBX-001A	picker	388.45	false	FC-ATL-1001	Atlanta East Hub	Atlanta	GA	USA	2024-06-01	morning	122	198	352.8	7.5	24	1	22.7	false	blank
RBX-002B	transporter	254.6	false	FC-SEA-1002	Seattle North	Seattle	WA	USA	2024-06-01	afternoon	78	132	891.2	8	12	0	31.6	false	blank
RBX-003C	packer	179.15	false	FC-CHI-1003	Chicago Midtown	Chicago	IL	USA	2024-06-01	night	59	92	102.5	6.2	0	0	14.9	false	blank
RBX-004D	picker	404.7	false	FC-ATL-1001	Atlanta East Hub	Atlanta	GA	USA	2024-06-02	afternoon	135	210	410.9	7.8	33	1	24.5	false	blank
RBX-005E	sorter	281.1	false	FC-DAL-1004	Dallas Central	Dallas	TX	USA	2024-06-01	morning	88	136	625	8.5	16	2	28.8	false	blank
RBX-006F	transporter	225	false	FC-SEA-1002	Seattle North	Seattle	WA	USA	2024-06-02	night	65	114	902.6	7.6	0	0	30.1	false	blank
RBX-007G	picker	421.75	true	FC-CHI-1003	Chicago Midtown	Chicago	IL	USA	2024-06-02	morning	145	243	332.4	8.2	51	3	25.9	true	Required belt replacement due to frequent jams
RBX-008H	packer	158.4	false	FC-DAL-1004	Dallas Central	Dallas	TX	USA	2024-06-02	afternoon	63	89	98.3	7.1	29	0	13.5	false	blank
RBX-009I	sorter	213.9	false	FC-MIA-1005	Miami Coastline	Miami	FL	USA	2024-06-01	night	81	133	488.9	7.7	40	2	22.2	false	blank
RBX-010J	other	129.5	false	FC-BOS-1006	Boston Logistics	Boston	MA	USA	2024-06-01	morning	49	61	259.4	6	19	1	11.2	false	blank
RBX-011K	picker	380.6	true	FC-BOS-1006	Boston Logistics	Boston	MA	USA	2024-06-02	afternoon	110	169	307.8	7.3	43	2	21.6	true	Sensor calibration required, frequent false stops
RBX-012L	packer	134.2	false	FC-MIA-1005	Miami Coastline	Miami	FL	USA	2024-06-02	night	57	87	105.9	6.8	0	0	13.8	false	blank
RBX-013M	sorter	235.1	false	FC-LAX-1007	Los Angeles West	Los Angeles	CA	USA	2024-06-01	afternoon	91	145	601.3	8.9	38	2	27.5	false	blank
RBX-014N	transporter	263.6	false	FC-LAX-1007	Los Angeles West	Los Angeles	CA	USA	2024-06-02	morning	98	163	1397.1	8.1	7	0	34.7	false	blank
RBX-015O	other	88.7	false	FC-NYC-1008	New York Metro	New York	NY	USA	2024-06-02	night	45	52	187.6	5.5	0	0	10.9	false	blank
RBX-016P	picker	372.4	false	FC-NYC-1008	New York Metro	New York	NY	USA	2024-06-01	morning	109	182	275.2	7.2	18	1	23.7	false	blank
RBX-017Q	sorter	225.8	true	FC-ATL-1001	Atlanta East Hub	Atlanta	GA	USA	2024-06-03	night	73	112	540.2	7.9	56	3	19.4	true	Gearbox malfunction, shift interrupted
RBX-018R	packer	157.8	false	FC-SEA-1002	Seattle North	Seattle	WA	USA	2024-06-03	morning	66	97	130.3	6.6	13	1	14.3	false	blank
RBX-019S	transporter	242.9	false	FC-CHI-1003	Chicago Midtown	Chicago	IL	USA	2024-06-03	afternoon	79	138	1100.7	8.6	22	1	29.8	false	blank
RBX-020T	other	69.4	false	FC-DAL-1004	Dallas Central	Dallas	TX	USA	2024-06-03	night	37	49	78.5	5.8	31	1	8.9	false	blank

What the 78 rows show

from the 78-row sample

Picker (robot type) stands out: mean automation_roi_usd is 293.5, against 174.6 for the rest.

15%maintenance_required = true
179.6median automation_roi_usd
3shifts
5location countries
15location cities
15location states

Mean automation_roi_usd by robot_type78 rows

automation_roi_usd78 rows, in bands of 50

Median 179.6, from 69.4 to 421.8.

fulfillment_center_id78 rows · top 10 of 18 values

FC-ATL-10015
FC-SEA-10025
FC-CHI-10035
FC-DAL-10045
FC-MIA-10055
FC-BOS-10065
FC-LAX-10075
FC-NYC-10084
FC-SW-224
FC-MW-084

20 columns by typefrom the column list below

string 9
integer 4
float 4
date 1
boolean 2

Columns

20 columns in four groups

blueprint · 20 columns
column	type	description	example
Text 9 columns
`robot_id`	string	Unique identifier for each warehouse robotunique	RBX-001A
`robot_type`	string	Type or model of the robot (e.g., picker, transporter, sorter)picker · transporter · sorter · packer · other	picker
`fulfillment_center_id`	string	Unique identifier for the fulfillment center where the robot operates	FC-ATL-1001
`fulfillment_center_name`	string	Name of the fulfillment center	Atlanta East Hub
`location_city`	string	City where the fulfillment center is located	Atlanta
`location_state`	string	State or region where the fulfillment center is located	GA
`location_country`	string	Country where the fulfillment center is located5 countries	USA
`shift`	string	Shift during which the robot operated (e.g., morning, afternoon, night)morning · afternoon · night	morning
`notes`	string	Additional notes or comments about the robot's performance or operational contextoptional	Required belt replacement…
Numbers 8 columns
`orders_processed`	integer	Number of orders processed by the robot during the shift0 or more	122
`items_handled`	integer	Number of individual items handled by the robot during the shift0 or more	198
`distance_traveled_meters`	float	Total distance traveled by the robot in meters during the shift0 or more	352.8
`operational_hours`	float	Total hours the robot was operational during the shift0 to 24	7.5
`downtime_minutes`	integer	Total downtime in minutes due to maintenance, charging, or errors during the shift0 or more	24
`error_count`	integer	Number of errors or incidents encountered by the robot during the shift0 or more	1
`energy_consumed_kwh`	float	Total energy consumed by the robot in kilowatt-hours during the shift0 or more	22.7
`automation_roi_usd`	float	Estimated return on investment (ROI) in USD for automation attributed to this robot during the shift0 or more · optional	388.45
Dates and times 1 column
`operation_date`	date	Date of the robot's operational record	2024-06-01
True or false 2 columns
`maintenance_required`	boolean	Indicates if the robot required maintenance during or after the shift	false
`bottleneck_flag`	boolean	Indicates if the robot was involved in a process bottleneck during the shift	false

Use it for

A logistics dashboard
The maintenance_required rate, automation_roi_usd by robot_type and a breakdown of fulfillment_center_id. Excel, Power BI or Tableau.
Why do the 17 picker rows have a mean automation_roi_usd of 293.5?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Robots78
RBX-001A388.45picker
RBX-007G421.75picker
RBX-011K380.6picker
A software demo
Believable robots with robot_type, fulfillment_center_id and fulfillment_center_name to fill a screen in front of a buyer.

This dataset78 rows20 columns

Yours1,000 rows20 columnslocation_city: UK only

blueprint · e-commerce-warehouse-robotics-utilization

Behind this dataset

Same schema. As many rows as you need.

These 78 rows came out of a blueprint — 20 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with

Each row represents one robot's daily summary in a warehouse.
Includes metrics: orders processed, uptime (hours), downtime (minutes), error incidents, and battery usage.
Tracks assignment type: picking, packing, sorting, or restocking.
Only robots active for at least 6 hours are included.
Downtime reasons categorized as maintenance, technical failure, or navigation error.

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. New accounts start with 25 free credits.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: e-commerce-warehouse-robotics-utilization

What should your data show?

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Sample rows

What the 78 rows show

Columns

Use it for

A logistics dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Logistics

What should your data show?