Logistics
20 columns
200 rows
8 formats

Warehouse Autonomous Robot Movement Logs

This dataset provides detailed, timestamped logs of autonomous robot movements in logistics warehouses, including navigation coordinates, task execution, obstacle encounters, and battery metrics. Designed for robotics and AI research, it enables analysis of workflow automation, path optimization, and operational safety. Rich contextual fields support advanced analytics and machine learning applications.

last updated 20 Aug 2025
by GoMask

The brief that made it

Analyzing robot navigation and path optimization in warehouse environments

Sample rows

preview · 8 of 200 rows · all 20 columns

log_idstring	task_typestring	battery_level_startfloat	obstacle_encounteredboolean	obstacle_typestring	robot_idstring	timestampdatetime	task_idstring	task_statusstring	start_location_xfloat	start_location_yfloat	end_location_xfloat	end_location_yfloat	distance_travelledfloat	duration_secondsfloat	avoidance_actionstring	battery_level_endfloat	error_codestring	operator_idstring	notesstring
A2B9K8X1	navigation	84.4	false	none	robot_001	2024-06-03T08:15:23Z	move_172	completed	18.6	92.1	37.9	16.4	21.7	1330	none	80.3	blank	blank	Robot completed navigation with no obstacles encountered.
QW8L9M2N	idle	68.2	false	none	robot_014	2024-06-03T08:23:44Z	blank	in_progress	76.3	17.2	76.3	17.2	0	422	none	67.5	blank	blank	Robot remained idle at station, no movement detected.
K7J8H6T4	pickup	79.7	true	human	robot_007	2024-06-03T08:31:09Z	pickup_88	completed	10.1	82.5	28.9	13.7	7.6	176	wait	77.1	blank	op_104	Operator assisted pickup after human obstacle detected.
V9M3X2L5	dropoff	65.5	true	robot	robot_021	2024-06-03T08:39:15Z	drop_52	failed	55.4	24.2	97.1	83.2	2.3	81	reroute	62.8	ERR_146392201583	op_302	Dropoff failed due to robot collision; reroute attempted.
T5Z6B8Y2	charging	18.6	false	none	robot_004	2024-06-03T08:41:58Z	charge_24	completed	0	0	0	0	0	1850	none	92.2	blank	blank	Charging cycle completed successfully at docking station.
F6W2D3E9	maintenance	50.2	false	none	robot_017	2024-06-03T08:44:02Z	blank	in_progress	99.9	99.9	99.9	99.9	0	1350	none	49.1	blank	op_213	Routine maintenance ongoing; no movement detected.
E3N4V8S1	navigation	87.5	false	none	robot_011	2024-06-03T08:52:27Z	move_198	in_progress	22.4	34.8	92.7	44.5	13.1	0	none	87.5	blank	blank	Navigation task initiated, in progress, no obstacles so far.
U8B6J3P4	pickup	93.4	false	none	robot_008	2024-06-03T09:01:55Z	pickup_39	completed	47.4	87.3	60.2	14.7	17.2	112	none	91.8	blank	op_118	Pickup completed, no obstacles present, operator supervised.
X4D7L5Q2	idle	62.7	false	none	robot_012	2024-06-03T09:10:11Z	blank	completed	5.3	20.5	5.3	20.5	0	315	none	62.1	blank	blank	Robot idle at station with no movement or events.
M8F3R1V9	navigation	56.8	true	pallet	robot_005	2024-06-03T09:17:24Z	move_109	completed	71.2	49.8	3.6	76.1	19.4	2131	reroute	54.3	blank	blank	Navigation completed after rerouting due to pallet obstacle.
Z9S2G7A5	charging	34.5	false	none	robot_020	2024-06-03T09:23:46Z	charge_36	in_progress	0	0	0	0	0	690	none	39.8	blank	blank	Robot charging in progress at docking location.
P4K6B9S8	dropoff	90.2	true	pallet	robot_002	2024-06-03T09:30:54Z	drop_37	completed	66.1	80.7	19	60.2	5.2	158	stop	88.6	blank	blank	Dropoff completed after stopping for pallet obstacle.
L3Q9N2H4	maintenance	59.9	false	none	robot_018	2024-06-03T09:38:29Z	blank	completed	31.5	42.8	31.5	42.8	0.7	960	none	59.2	blank	op_171	Maintenance completed successfully, minimal movement.
D8P5Z3K6	navigation	47.8	false	none	robot_013	2024-06-03T09:45:16Z	move_210	completed	88	7.4	61.5	55	16.6	1780	none	44.3	blank	blank	Navigation task completed, no avoidance required.
S2H4K1M9	idle	100	false	none	robot_009	2024-06-03T09:52:41Z	blank	completed	0.2	0.2	0.2	0.2	0	170	none	99.7	blank	blank	Idle period at base, battery nearly full.
J7W2M6B8	pickup	44.2	true	robot	robot_015	2024-06-03T10:01:20Z	pickup_77	failed	50.1	42.1	17.6	88.5	14	239	stop	42.2	ERR_146392201584	op_200	Pickup failed due to robot blockage, operator notified.
N2V8T4S1	navigation	83.9	true	unknown	robot_003	2024-06-03T10:09:48Z	move_223	cancelled	15.6	66.2	98.5	7.7	14.8	0	reroute	83.1	ERR_146392201585	op_019	Navigation cancelled due to unknown obstacle, operator intervention.
G5K8B2L3	maintenance	76.7	false	none	robot_019	2024-06-03T10:14:56Z	blank	completed	13.4	99.3	13.4	99.3	1.2	1108	none	76.1	blank	op_207	Maintenance finalized, slight movement for diagnostics.
Y6F2S8Q1	pickup	72.8	true	pallet	robot_006	2024-06-03T10:21:32Z	pickup_23	completed	21.9	64.7	99.2	33.1	9.9	327	wait	70.6	blank	op_113	Pickup completed after brief wait for pallet removal.
H3M7L2N6	navigation	55.3	false	none	robot_010	2024-06-03T10:29:03Z	move_117	completed	39	54.8	95.2	10.9	18.7	1763	none	54.1	blank	blank	Route completed without encountering any obstacles.

What the 200 rows show

from the 200-row sample

Charging (task type) stands out: mean battery_level_start is 26.6, against 70.2 for the rest.

36%obstacle_encountered = true
65.4median battery_level_start
4task statuses
5avoidance actions
44.2median start_location_x
41.7median start_location_y

Mean battery_level_start by task_type200 rows

battery_level_start200 rows, in bands of 10

Median 65.4, from 12.1 to 100.0.

obstacle_type200 rows · 5 values

none129
robot22
pallet20
human16
unknown13

20 columns by typefrom the column list below

string 10
float 8
datetime 1
boolean 1

Columns

20 columns in four groups

blueprint · 20 columns
column	type	description	example
Text 10 columns
`log_id`	string	Unique identifier for each robot movement log entryunique	A2B9K8X1
`robot_id`	string	Unique identifier for the robot	robot_001
`task_id`	string	Identifier for the assigned task (e.g., pick, move, charge)optional	move_172
`task_type`	string	Type of task performed by the robot (e.g., navigation, pickup, dropoff, charging)6 values · optional	navigation
`task_status`	string	Status of the task (e.g., completed, failed, in_progress)completed · failed · in_progress · cancelled · optional	completed
`obstacle_type`	string	Type of obstacle encountered (e.g., human, pallet, robot, unknown)human · pallet · robot · unknown · none · optional	none
`avoidance_action`	string	Action taken to avoid the obstacle (e.g., reroute, stop, wait, slow_down)reroute · stop · wait · slow_down · none · optional	none
`error_code`	string	Error code if any issue occurred during movement or taskoptional	ERR_146392201583
`operator_id`	string	Identifier for the human operator (if any) who intervenedoptional	op_104
`notes`	string	Additional notes or comments about the log entryoptional	Robot completed navigatio…
Numbers 8 columns
`start_location_x`	float	X coordinate of the robot's starting location	18.6
`start_location_y`	float	Y coordinate of the robot's starting location	92.1
`end_location_x`	float	X coordinate of the robot's destination location	37.9
`end_location_y`	float	Y coordinate of the robot's destination location	16.4
`distance_travelled`	float	Total distance travelled during the movement (in meters)0 or more · optional	21.7
`duration_seconds`	float	Duration of the movement or task (in seconds)0 or more · optional	1330
`battery_level_start`	float	Robot battery level (%) at start of movement0 to 100 · optional	84.4
`battery_level_end`	float	Robot battery level (%) at end of movement0 to 100 · optional	80.3
Dates and times 1 column
`timestamp`	datetime	Date and time when the log entry was recorded	2024-06-03T08:15:23Z
True or false 1 column
`obstacle_encountered`	boolean	Indicates if an obstacle was encountered during movement	false

Use it for

A logistics dashboard
The obstacle_encountered rate, battery_level_start by task_type and a breakdown of obstacle_type. Excel, Power BI or Tableau.
Why do the 20 charging rows have a mean battery_level_start of 26.6?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs200
A2B9K8X184.4navigati…
K7J8H6T479.7pickup
V9M3X2L565.5dropoff
A software demo
Believable logs with robot_id, timestamp and task_id to fill a screen in front of a buyer.

This dataset200 rows20 columns

Yours1,000 rows20 columnsstart_location_x: UK only

blueprint · warehouse-autonomous-robot-movement-logs

Behind this dataset

Same schema. As many rows as you need.

These 200 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

Robot ID and anonymized zone
Task type and completion time
Obstacle detection flags
Timestamped movement events

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

Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: warehouse-autonomous-robot-movement-logs

What should your data show?

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Sample rows

What the 200 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?