Telecommunications
24 columns
200 rows
8 formats

Telecom Call Drop Diagnostics

This dataset provides granular call records with comprehensive diagnostics for both dropped and completed calls, including network, device, and quality-of-service metrics. It enables telecom operators and analysts to perform in-depth troubleshooting, root cause analysis, and QoS optimization across networks and geographies. The data is ideal for identifying patterns in call drops, evaluating network performance, and improving customer experience.

opened 6 times
last updated 12 Jul 2025
by GoMask

The brief that made it

Root cause analysis of call drops and network failures

Sample rows

preview · 8 of 200 rows · all 24 columns

call_idstring	call_statusstring	latency_msfloat	roamingboolean	drop_reason_codestring	caller_numberstring	callee_numberstring	call_start_timedatetime	call_end_timedatetime	call_duration_secondsinteger	drop_reason_descriptionstring	network_typestring	signal_strength_dbmfloat	cell_idstring	location_latitudefloat	location_longitudefloat	device_manufacturerstring	device_modelstring	os_versionstring	qos_mosfloat	packet_loss_percentfloat	jitter_msfloat	handover_countinteger	sim_operatorstring
C00001	completed	18	false	blank	+14155550101	+442071234567	2023-10-12T14:11:23Z	2023-10-12T14:21:53Z	630	blank	5G	-48.3	NYC_CELL_101	40.7128	-74.006	Apple	iPhone 14 Pro	iOS 16.4	4.92	0.1	2.3	2	AT&T
C00002	dropped	131	false	NW_TIMEOUT	+33123456789	+4915123456789	2023-11-01T09:33:41Z	2023-11-01T09:36:21Z	160	Network timeout during call	4G	-81.6	PAR_CELL_204	48.8566	2.3522	Samsung	Galaxy S21	Android 13	3.18	7.9	47.1	1	Orange
C00003	failed	687	true	blank	+81312345678	+821012345678	2023-09-27T20:04:12Z	blank	0	blank	3G	-122.7	TYO_CELL_087	35.6895	139.6917	Nokia	3310	S30+	1.06	32.2	142.8	0	SK Telecom
C00004	busy	9	false	blank	+61291234567	+12025551234	2023-07-19T13:48:40Z	blank	0	blank	VoLTE	-58.4	SYD_CELL_003	-33.8688	151.2093	Google	Pixel 7	Android 13	4.7	0	0.5	0	Telstra
C00005	dropped	309	true	SIG_LOSS	+911123456789	+8613812345678	2023-08-06T16:28:05Z	2023-08-06T16:31:20Z	195	Signal lost during handover	2G	-133.9	DEL_CELL_021	28.6139	77.209	Tecno	Spark 6	Android 8	2.12	19.4	81.7	1	China Mobile
C00006	completed	11	false	blank	+5511998765432	+34911234567	2023-04-23T18:49:19Z	2023-04-23T18:59:30Z	611	blank	WiFi	-33.7	SAO_CELL_034	-23.5505	-46.6333	Sony	Xperia 5 IV	Android 12	4.88	0.2	1.8	2	Claro
C00007	completed	15	false	blank	+498912345678	+33142345678	2023-12-03T22:13:15Z	2023-12-03T22:23:43Z	628	blank	5G	-52.5	MUC_CELL_067	48.1351	11.582	Samsung	Galaxy S23	Android 14	4.97	0	1	3	Vodafone DE
C00008	failed	1152	true	blank	+8613800138000	+81312345679	2023-09-15T08:41:12Z	blank	0	blank	2G	-146.8	BJS_CELL_119	39.9042	116.4074	Alcatel	OneTouch	KaiOS 2.5	1.02	41.6	188.2	0	NTT Docomo
C00009	completed	13	false	blank	+61412345678	+14155550102	2023-05-24T06:57:09Z	2023-05-24T07:13:09Z	960	blank	WiFi	-25.1	MEL_CELL_055	-37.8136	144.9631	Apple	iPhone 13	iOS 15.6	4.85	0.1	1.9	1	Optus
C00010	dropped	274	true	CALL_FAIL	+49301234567	+41221234567	2023-09-11T17:19:15Z	2023-09-11T17:20:05Z	50	Call failed due to unknown error	3G	-117.2	BER_CELL_029	52.52	13.405	Motorola	Moto G5	Android 7	2.52	14.6	55.7	0	Swisscom
C00011	completed	22	false	blank	+5215512345678	+12025551235	2023-06-13T11:04:55Z	2023-06-13T11:25:10Z	1275	blank	VoLTE	-61.9	MEX_CELL_022	19.4326	-99.1332	OnePlus	9 Pro	Android 12	4.76	0.3	2.2	2	Telcel
C00012	busy	52	false	blank	+390612345678	+447911123456	2023-11-27T16:40:05Z	blank	0	blank	4G	-83.2	ROM_CELL_013	41.9028	12.4964	Huawei	P30	Android 10	3.89	1.7	3.1	0	TIM
C00013	dropped	417	true	RADIO_INT	+27831234567	+254712345678	2023-03-14T12:15:20Z	2023-03-14T12:17:40Z	140	Radio interface failure	3G	-124.6	JNB_CELL_009	-26.2041	28.0473	Tecno	Camon 15	Android 10	2.11	23.9	66.7	1	Safaricom
C00014	completed	12	false	blank	+447911234567	+61129123456	2023-09-03T21:41:30Z	2023-09-03T22:04:15Z	1365	blank	5G	-44.1	LON_CELL_116	51.5074	-0.1278	Samsung	Galaxy S22	Android 13	4.95	0	0.7	2	O2
C00015	failed	2000	true	blank	+12135550123	+85312345678	2023-08-31T10:55:11Z	blank	0	blank	2G	-150	LAX_CELL_011	34.0522	-118.2437	Nokia	105	S30+	1	100	300	0	China Unicom
C00016	completed	16	false	blank	+821012345678	+81312345680	2023-10-01T07:32:14Z	2023-10-01T07:41:14Z	540	blank	VoLTE	-59.8	SEL_CELL_077	37.5665	126.978	Apple	iPhone 14	iOS 16.0	4.81	0	1.2	1	KT
C00017	dropped	221	true	LOW_QOS	+393491234567	+81312345681	2023-07-29T12:11:07Z	2023-07-29T12:12:44Z	97	Low quality of service	3G	-109.1	ROM_CELL_015	41.9028	12.4964	Motorola	G9 Power	Android 10	2.83	13.1	49.3	0	NTT Docomo
C00018	completed	33	false	blank	+447812345678	+33142345679	2023-09-09T16:00:00Z	2023-09-09T16:09:10Z	550	blank	4G	-65.7	LON_CELL_114	51.5074	-0.1278	Oppo	Reno7	Android 12	4.23	0.6	5.9	1	EE
C00019	busy	25	false	blank	+5511987654321	+5215512345679	2023-05-05T08:34:41Z	blank	0	blank	VoLTE	-69.3	SAO_CELL_035	-23.5505	-46.6333	Sony	Xperia 10	Android 11	4.29	0.2	2.9	0	Vivo
C00020	completed	10	false	blank	+8613800138001	+390612345679	2023-08-22T11:59:13Z	2023-08-22T12:09:13Z	600	blank	5G	-41	BJS_CELL_120	39.9042	116.4074	Huawei	P50 Pro	Android 13	4.91	0	1.5	2	China Mobile

What the 200 rows show

from the 200-row sample

Failed (call status) stands out: mean latency_ms is 1,553, against 156.8 for the rest.

38%roaming = true
18.7median latency_ms
6network types
13device manufacturers
33os versions
267.5median call_duration_seconds

Mean latency_ms by call_status200 rows

latency_ms200 rows, in bands of 200

Median 18.7, from 5.2 to 2,000.

drop_reason_code46 rows with a value · 154 left blank

CALL_DROP4
CALL_FAIL3
NW_CONGEST3
LNK_FAIL3
NR_LOST3
NW_TIMEOUT2
SIG_LOSS2
RADIO_INT2
LOW_QOS2
SRV_LOST2

24 columns by typefrom the column list below

string 12
integer 2
float 7
datetime 2
boolean 1

Columns

24 columns in four groups

blueprint · 24 columns
column	type	description	example
Text 12 columns
`call_id`	string	Unique identifier for each call record.unique	C00001
`caller_number`	string	Phone number of the caller (E.164 format).	+14155550101
`callee_number`	string	Phone number of the recipient (E.164 format).	+442071234567
`call_status`	string	Status of the call: completed, dropped, failed, or busy.completed · dropped · failed · busy	completed
`drop_reason_code`	string	Standardized code indicating the reason for call drop (if applicable).optional	NW_TIMEOUT
`drop_reason_description`	string	Human-readable description of the call drop reason.optional	Radio interface failure
`network_type`	string	Type of network used for the call (e.g., 2G, 3G, 4G, 5G, VoLTE, WiFi).6 values	5G
`cell_id`	string	Identifier of the cell tower handling the call.	NYC_CELL_101
`device_manufacturer`	string	Manufacturer of the caller's device.optional	Apple
`device_model`	string	Model of the caller's device.optional	iPhone 14 Pro
`os_version`	string	Operating system version of the caller's device.optional	iOS 16.4
`sim_operator`	string	Mobile network operator of the caller's SIM card.optional	AT&T
Numbers 9 columns
`call_duration_seconds`	integer	Duration of the call in seconds.0 or more	630
`signal_strength_dbm`	float	Signal strength in dBm at the time of the call.-150 to 0 · optional	-48.3
`location_latitude`	float	Latitude of the caller's location at call start.-90 to 90 · optional	40.7128
`location_longitude`	float	Longitude of the caller's location at call start.-180 to 180 · optional	-74.006
`qos_mos`	float	Mean Opinion Score (MOS) for call quality (1.0 to 5.0).1 to 5 · optional	4.92
`packet_loss_percent`	float	Percentage of packet loss during the call.0 to 100 · optional	0.1
`jitter_ms`	float	Jitter measured in milliseconds during the call.0 or more · optional	2.3
`latency_ms`	float	Network latency in milliseconds during the call.0 or more · optional	18
`handover_count`	integer	Number of network handovers during the call.0 or more · optional	2
Dates and times 2 columns
`call_start_time`	datetime	Timestamp when the call started.	2023-10-12T14:11:23Z
`call_end_time`	datetime	Timestamp when the call ended.optional	2023-10-12T14:21:53Z
True or false 1 column
`roaming`	boolean	Indicates if the caller was roaming during the call.optional	false

Use it for

A telecommunications dashboard
The roaming rate, latency_ms by call_status and a breakdown of drop_reason_code. Excel, Power BI or Tableau.
Why do the 22 failed rows have a mean latency_ms of 1,553?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Calls200
C0000118completed
C00003687failed
C00005309dropped
A software demo
Believable calls with caller_number, callee_number and call_start_time to fill a screen in front of a buyer.

This dataset200 rows24 columns

Yours1,000 rows24 columnslocation_latitude: UK only

blueprint · telecom-call-drop-diagnostics

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 24 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 call logs duration, start/end location
Diagnostics: signal strength, network type, handover events
Dropped calls include reason codes
User device anonymized
Peak/off-peak time flagged

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: telecom-call-drop-diagnostics

What should your data show?

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Sample rows

What the 200 rows show

Columns

Use it for

A telecommunications dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Telecommunications

What should your data show?