Mobile App iPhone_300x250_Audience 1 - ML Optimization Insights

Overview

Campaign Details10/05/2020 - 12/31/2020

  • 3,168,287
    Impressions
  • 0.20%
    Click rate ? The ratio of users who click on your advert to the number of total users who saw your advert
  • 6,246
    Clicks ? The number of clicks
  • 5585644282,538
    purchases
  • 0.0170.0270.0200.1350.801
    Event rate ? The number of secondary events per thousand ad impressions
  • 2,184,954
    Reach ? The number of people who saw your adverts at least once. Reach is different to impressions, which may include multiple views of your adverts by the same people.
  • 1.4
    Average Frequency ? The average number of times that each person saw your ad.

Performance Trends

The chart of campaign performance for different time intervals including Cumulative, Weekly and Daily.

Optimization Status

Show current machine-learning optimization status.

Key Learning

Ad Creatives

Top Performing Creative Variations

The top performing variations of the creative are shown below.

Creative Variation Performance

Visualizes the relative performance of creative variations. Shows creative variation preview on hover.

Audience Analysis

Top Performing Predictive Targets

Show the top performing user audiences for campaign targeting.
EvPM [Content]VolumeTargeting Parameters
Target Audience  1
1.20
5.04%
User Time | Day of Week | s_30271
Target Audience  2
1.08
15.34%
User Time | Day of Week | s_30270
Target Audience  3
1.03
5.77%
User Time | Day of Week
Target Audience  4
0.89
13.97%
User Time | Day of Week
Target Audience  5
0.88
7.93%
User Time | Day of Week

Predictive Targets Performance

Visualizes the relative performance of predictive targets. Shows details on hover.

Weather Trigger Performance

TriggerCTREvPM [Content]Impressions
Rain
16,196
CTR - []
0.19
6,558
EvPM - []
0.78
8,375,225
volume - []
27.19%
Rain - Forecast
3,960
0.20
1,586
0.80
1,970,575
6.40%
24 hour rainfall
3,158
0.19
1,293
0.79
1,629,540
5.29%
24 hour no rain
4,485
0.19
1,818
0.78
2,345,505
7.61%
No Rain - Forecast
4,593
0.19
1,861
0.77
2,429,605
7.89%
Severe
3,899
CTR - []
0.19
1,588
EvPM - []
0.79
2,014,510
volume - []
6.54%
Recent Flood
477
0.23
205
0.97
210,930
0.68%
Recent Tornado Warning
32
0.17
16
0.84
19,089
0.06%
Recent Severe Weather
1,057
0.20
432
0.82
527,909
1.71%
Thunderstorms - Current
553
0.19
238
0.80
298,637
0.97%
Recent Thundestorms
1,574
0.19
625
0.76
821,375
2.67%
Severe Weather Alerts
206
0.15
72
0.53
136,570
0.44%
Sky
5,777
CTR - []
0.17
2,266
EvPM - []
0.68
3,313,670
volume - []
10.76%
Clear Skies - Current
502
0.22
214
0.94
228,247
0.74%
Very Sunny - Current
1,560
0.21
663
0.89
744,060
2.42%
Cloudy - Forecast
2,195
0.16
808
0.60
1,344,432
4.36%
Cloudy - Current
1,520
0.15
581
0.58
996,931
3.24%
Snow
1,247
CTR - []
0.14
434
EvPM - []
0.48
904,660
volume - []
2.94%
Recent Snow
401
0.15
141
0.51
275,096
0.89%
24 hour snow
326
0.13
123
0.48
257,600
0.84%
Snow - Forecast
520
0.14
170
0.46
371,964
1.21%
Temperature
29,808
CTR - []
0.18
11,989
EvPM - []
0.74
16,197,665
volume - []
52.58%
Very Hot - Forecast
2,858
0.21
1,184
0.87
1,354,517
4.40%
Very Hot - Current
2,096
0.21
856
0.87
985,505
3.20%
Hot - Current
4,271
0.20
1,734
0.83
2,091,391
6.79%
Cold to Very Cold - Forecast
4,176
0.18
1,681
0.74
2,278,274
7.40%
Cold - Current
3,932
0.18
1,559
0.72
2,168,195
7.04%
Extreme Temp - Forecast
3,278
0.17
1,330
0.70
1,906,924
6.19%
Very Cold - Forecast
3,423
0.17
1,350
0.68
1,980,246
6.43%
Very Cold - Current
3,153
0.17
1,245
0.68
1,828,763
5.94%
Temp extremes - Current
2,621
0.16
1,050
0.65
1,603,850
5.21%
  • Recent Flood
  • Clear Skies - Current
  • 24 hour snow
  • Extreme Temp - Forecast
  • Very Cold - Forecast
  • Thunderstorms - Current
  • Cold to Very Cold - Forecast
  • No Rain - Forecast
  • Temp extremes - Current
  • Very Cold - Current
  • 24 hour no rain
  • Cold - Current
  • Very Sunny - Current
  • Cloudy - Forecast
  • Hot - Current
  • Recent Tornado Warning
  • Cloudy - Current
  • Recent Thundestorms
  • 24 hour rainfall
  • Severe Weather Alerts
  • Recent Snow
  • Recent Severe Weather
  • Snow - Forecast
  • Rain - Forecast
  • Very Hot - Forecast
  • Very Hot - Current
  • COVID-Increase-vs-7d

Publisher Segment Performance

Segment EvPM [Content] Impressions

Performance Chart of Publisher Segments

Frequency Capping Overview

Creative Optimization

Optimization Features

Features used in deciding what is the best creative variation in the context of impression.
  • Impression Count
  • Time Since Last Impression
  • DMA
  • User Time
  • ISP
  • ASN
  • OS Name
  • Model
  • Hardware Type
  • Age
  • Gender
  • Connection Type

Average Feature Importance

A ranked list containing absolute importance values for each feature as determined by ML training.
FeatureImportance
User Time ➤ 06:00 - 09:00
100.00%
Cloudy - Forecast
99.29%
Screen Width ➤ 320
87.33%
Model ➤ Others
86.06%
Recent Fire Alerts
81.62%
Screen Width ➤ 412
72.60%
High UV - Current
70.91%
DMA ➤ Denver
68.29%
Time Since Last Impression ➤ 4-24 hours
68.02%
DMA ➤ Washington DC (Hagerstown)
67.05%
DMA ➤ Atlanta
66.94%
Impression Count ➤ 2-5 impressions
65.60%
Screen Height ➤ 640
64.31%
Screen Ratio ➤ 0.56
64.10%
Extreme Temp - Forecast
63.82%
Warm - Forecast
63.15%
Snow - Forecast
62.26%
Warm - Current
61.45%
Rain - Forecast
61.10%
Very Cold - Current
61.03%
Recent No Snow
60.72%
Temp extremes - Current
59.70%
Thunderstorms - Current
59.62%
24 hour no rain
59.35%
DMA ➤ New York
58.18%
Cloudy - Current
57.90%
Very Hot - Current
57.54%
DMA ➤ Boston (Manchester)
57.01%
Very Cold - Forecast
56.84%
Very Sunny - Current
56.68%
Screen Width ➤ 360
56.57%
Screen Ratio ➤ 0.49
56.27%
Very Hot - Forecast
55.81%
Recent Hurricane
55.26%
DMA ➤ Portland, OR
54.97%
User Time ➤ 09:00 - 12:00
54.36%
Temp below 32F - Current
54.00%
Windy - Forecast
53.92%
Recent Cold and Dry
53.91%
User Time ➤ 18:00 - 21:00
53.69%
Floods - Forecast
53.64%
Model ➤ SM-J337V
53.31%
Screen Ratio ➤ 0.44
52.42%
Screen Ratio ➤ 0.47
52.30%
Recent Tornado Warning
50.99%
Screen Height ➤ 854
50.97%
DMA ➤ Others
50.14%
Impression Count ➤ 21+ impressions
49.11%
ISP ➤ Frontier_Communications
48.83%
Inclement Weather - Current
48.37%
Screen Height ➤ 846
48.35%
Screen Height ➤ 869
48.11%
ISP ➤ Mediacom_Cable
48.05%
Model ➤ SM-N970U
47.57%
Screen Ratio ➤ 1.78
47.04%
Hot - Current
47.02%
24 hour snow
46.56%
ASN ➤ -1
46.55%
Clear Skies - Forecast
46.49%
Impression Count ➤ 6-10 impressions
46.07%
Cold to Very Cold - Forecast
46.06%
Air Pollution Weather - Current
45.89%
Impression Count ➤ 1 impression
45.84%
Time Since Last Impression ➤ Never before
45.84%
Clear Skies - Current
45.82%
Inclement Weather - Forecast
45.35%
Screen Width ➤ 384
45.33%
Model ➤ SM-G950U
45.31%
Recent Smoke Alerts
45.12%
DMA ➤ Dallas - Fort Worth
44.70%
ASN ➤ 11351
44.59%
Cool and Breezy - Forecast
44.44%
Time Since Last Impression ➤ 1-3 hours
43.94%
Impression Count ➤ 11-20 impressions
43.62%
Severe Weather Alerts
43.62%
Time Since Last Impression ➤ 1-10 minutes
43.32%
DMA ➤ Indianapolis
42.91%
Currently Snowing
42.63%
DMA ➤ Minneapolis - Saint Paul
42.46%
Time Since Last Impression ➤ Less than a minute
42.45%
Cold - Current
41.63%
DMA ➤ Omaha
41.49%
DMA ➤ Houston
41.46%
Flood alerts
41.41%
DMA ➤ Charlotte
41.40%
Screen Ratio ➤ 0.48
41.22%
DMA ➤ Seattle - Tacoma
41.19%
Model ➤ SM-G973U
41.08%
Model ➤ SM-G981U
41.07%
No Rain - Forecast
41.01%
ISP ➤ AT&T_Wireless
40.91%
Temp 56F to 70F - Current
40.86%
High UV - Forecast
40.84%
Severe Weather - Forecast
40.71%
OS Name ➤ Windows_7
40.19%
Screen Height ➤ 569
40.07%
Screen Height ➤ 732
39.51%
ASN ➤ 11426
39.22%
ISP ➤ Verizon_Wireless
38.98%
ISP ➤ Others
38.97%
User Time ➤ 12:00 - 15:00
38.82%
ISP ➤ Windstream_Communications
38.76%
Windy - Current
38.65%
User Time ➤ 21:00 - 00:00
38.41%
Dry - Current
38.36%
Screen Height ➤ -1
38.32%
Temp 60F to 80F - Current
38.15%
Air Quality Alerts
38.07%
Air Pollution Weather - Forecast
38.03%
Model ➤ SM-A505U
38.00%
ISP ➤ AT&T_U-verse
37.50%
Screen Height ➤ 883
37.44%
ASN ➤ 10796
37.24%
Model ➤ SM-A102U
37.23%
OS Name ➤ Android
37.23%
User Time ➤ 03:00 - 06:00
37.18%
ASN ➤ 5650
36.75%
Model ➤ SM-G988U
36.62%
OS Name ➤ Windows_10
36.62%
Thunderstorms - Forecast
36.46%
Model ➤ SM-G975U
36.45%
Model ➤ SM-G955U
36.38%
Recent No Rain
36.20%
Screen Width ➤ 534
36.11%
Screen Height ➤ 892
35.98%
Hardware Type ➤ Desktop
35.76%
OS Name ➤ iOS
35.45%
Very Humid - Forecast
35.25%
User Time ➤ 15:00 - 18:00
35.24%
ASN ➤ 6128
34.97%
Hurricane Watch
34.92%
Recent Snow
34.81%
DMA ➤ Detroit
34.73%
Screen Ratio ➤ 0.5
34.59%
Currently Raining
34.58%
ASN ➤ 701
34.53%
Temp 90F to 101F - Current
34.37%
Model ➤ SM-G965U
34.07%
Model ➤ SM-G960U1
34.05%
Screen Height ➤ 740
34.03%
User Time ➤ 00:00 - 03:00
33.97%
Screen Height ➤ 658
33.95%
Screen Width ➤ -1
33.93%
24 hour rainfall
33.89%
Time Since Last Impression ➤ 31-60 minutes
33.87%
Hurricane Warning
33.75%
Very Humid - Current
33.74%
Temp 80F to 90F - Current
33.56%
Time Since Last Impression ➤ One or more days
33.53%
DMA ➤ Los Angeles
33.40%
Screen Height ➤ 694
33.38%
ASN ➤ 11427
33.30%
DMA ➤ Philadelphia
33.20%
Model ➤ SM-G986U
33.13%
Dry - Forecast
32.98%
Recent Hot Temps
32.90%
Smoke alerts
32.80%
ASN ➤ 20057
32.62%
Bad Driving Weather
32.51%
Model ➤ SM-S102DL
32.50%
Recent Severe Weather
32.40%
Model ➤ SM-G960U
32.31%
Screen Height ➤ 760
32.25%
Slick Roads Weather
32.08%
Screen Height ➤ 915
32.05%
Screen Width ➤ 740
32.04%
Screen Height ➤ 720
32.04%
ASN ➤ 7018
31.76%
DMA ➤ Kansas City
31.74%
ASN ➤ 33588
31.72%
Screen Height ➤ 780
31.66%
Screen Ratio ➤ 0.63
31.49%
Screen Ratio ➤ 2.06
30.95%
Model ➤ SM-N960U
30.90%
Screen Height ➤ 676
30.62%
Model ➤ SM-A205U
30.58%
Screen Width ➤ 339
30.23%
Screen Width ➤ 385
30.01%
Recent Thundestorms
29.86%
Cool and Breezy - Current
29.48%
Hardware Type ➤ Mobile_Phone
28.70%
DMA ➤ Chicago
28.48%
ASN ➤ 20115
28.48%
ISP ➤ Comcast_Business
28.31%
ISP ➤ Suddenlink_Communications
28.24%
ISP ➤ Optimum_Online
28.16%
ASN ➤ 19108
28.12%
Hardware Type ➤ Tablet
28.02%
Model ➤ SM-N975U
27.84%
Screen Width ➤ 414
27.73%
Screen Width ➤ 1920
27.66%
Recent Flood
27.65%
Model ➤ SM-G970U
27.58%
Temp 32F to 41F - Current
27.43%
Screen Height ➤ 1080
27.39%
DMA ➤ Des Moines - Ames
27.17%
Screen Height ➤ 800
27.01%
Screen Ratio ➤ -1.0
26.89%
ISP ➤ Spectrum_Business
26.86%
Screen Width ➤ 393
26.69%
ASN ➤ 6167
26.67%
ASN ➤ 22773
26.62%
ISP ➤ Spectrum
26.53%
ASN ➤ 22394
26.17%
Screen Ratio ➤ 0.45
25.88%
ISP ➤ AT&T_Internet_Services
25.69%
ISP ➤ US_Cellular
25.06%
ASN ➤ 6614
25.05%
Very Sunny - Forecast
24.95%
Sudden Weather Change - Forecast
24.95%
ASN ➤ 209
24.77%
ISP ➤ T-Mobile_USA
24.34%
ASN ➤ 21928
24.33%
ISP ➤ Comcast_Cable
24.23%
ISP ➤ Cox_Communications
23.87%
Tornado Watch
23.84%
Model ➤ SM-N950U
23.78%
Temp 41F to 56F - Current
23.20%
Screen Width ➤ 375
23.03%
Time Since Last Impression ➤ 11-30 minutes
22.51%
ISP ➤ Midco
22.40%
Screen Ratio ➤ 0.46
21.84%
Screen Ratio ➤ 2.11
21.80%
Screen Width ➤ 600
21.13%
Screen Width ➤ 760
21.07%
ASN ➤ 7922
20.95%
Screen Height ➤ 360
20.54%
ISP ➤ Verizon_Fios
20.01%
ISP ➤ CenturyLink
18.89%
Screen Ratio ➤ 0.59
18.88%
Screen Ratio ➤ 0.62
17.48%
Recent Rain
15.51%
ASN ➤ 10507
15.38%
ISP ➤ Sprint_PCS
15.38%
Screen Width ➤ 601
15.32%
Screen Height ➤ 962
15.32%
Fire Warnings
14.26%
Screen Width ➤ 712
12.61%
Screen Width ➤ 1280
12.45%
Screen Ratio ➤ 1.6
11.03%
Screen Width ➤ 640
9.76%
OS Name ➤ OS_X
9.33%
Screen Ratio ➤ 0.6
8.40%
Screen Width ➤ 658
8.12%
Screen Width ➤ 732
6.48%
Screen Ratio ➤ 2.17
6.30%
Temp above 101F - Current
6.00%
OS Name ➤ Windows_8
5.86%
Screen Ratio ➤ 0.41
5.47%
Screen Ratio ➤ 2.05
4.50%
Screen Ratio ➤ 0.75
3.93%
OS Name ➤ Linux
3.60%
OS Name ➤ Chrome_OS
1.58%
Hardware Type ➤ Others
1.17%
OS Name ➤ Others
1.03%
Tornado Warning
1.00%
OS Name ➤ Windows_XP
0.21%
OS Name ➤ Windows_8.1
0.16%
OS Name ➤ Windows_Vista
0.06%
OS Name ➤ Tizen
0.03%
OS Name ➤ Samsung_proprietary
0.03%
Hardware Type ➤ Refrigerator
0.03%
Hardware Type ➤ TV
0.01%
OS Name ➤ Windows_Phone
< 0.01%
Hardware Type ➤ Digital_Home_Assistant
< 0.01%
OS Name ➤ KaiOS
< 0.01%
OS Name ➤ Windows_Mobile
< 0.01%
Show more...

Creative Optimization Explorer

Explore performance for all combinations of creative elements and user features.

  • Fun-Stop Shop
    0.889
    • Image
      • Game Controller
        0.751
      • VR Headset
        0.915
      • Tablet
        1.007
    • CTA
      • Explore
        0.954
      • Find Deals
        0.949
      • Shop Now
        0.747
    • Headline
      • Discover everything ...
        0.931
      • Gizmos, gadgets & th..
        0.906
      • Welcome to electronic...
        0.881
  • Tech Experts
    0.805
    • Image
      • Mobile App
        0.626
      • Phone Call
        0.721
      • In-Store
        0.918
    • CTA
      • Ask A Question
        0.734
      • Chat With Us
        0.616
      • Receive Support
        0.903
    • Headline
      • Free tech wisdom pow...
        0.480
      • Get your tech conundr...
        0.966
      • Newbie tech enthusias...
        0.550
  • Quick & Convenient
    0.538
    • Image
      • Curbside Pickup
        0.597
      • Home Delivery
        0.468
      • In-Person Shopping
        0.357
    • CTA
      • Skip The Line
        0.508
      • Start Shopping
        0.569
      • Try Lightning Fast Ch...
        0.534
    • Headline
      • Easy shopping? There'...
        0.411
      • Get what you need in ...
        0.539
      • Tap into effortless...
        0.630

Preview

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Feature Importance

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Model Quality & Creative Similarities

The table below provides information on the quality of the models. AUC stands for the area under the ROC curve, and std stands for the standard deviation. Good values for the model are AUC > 0.7 and std < 0.01. Both of these values are taken into account when evaluating the quality of the model.

Creative Performance Trends

Explore performance trends for all templates and creative elements.

ML Model Prediction Distribution

Explore the tradeoff between performance and volume based on ML model prediction.

Audience Analysis

Performance Segments

Explore the tradeoff between performance and volume based on user-centric ML model prediction.

Optimization Features

Features used in deciding how similar a user is to a Target Audience.

Predictive Targets

Еxplore the trade-off between performance and volume based on selected audience targeting.

Insufficient data to build audiences

Insufficient data to build audiences

(slider)
Max Volume Max Performance
* The above estimates of traffic distribution are made over the entire period. The performance estimates in sections Performance Segments and Predictive Targets may vary, as they are made for different time intervals. ** Undefined traffic column represents impressions that have one or more missing values in features used to separate audiences.
Effective Volume
Effective Performance
Performance Gain

Optimization Features

Features used in deciding how to segment audiences for targeting.
  • DMA
  • User Time
  • Model
  • Day of Week
  • Adobe_Male
  • Adobe_Rural
  • Adobe_Male_45-54
  • Adobe_Female_35-44
  • Adobe_Pet Owners
  • Connection Type
  • Age
  • Gender
  • Hardware Type
  • Device Brand
  • OS Name

Target Audience List

EvPMVolumeTargeting Parameters
Target Audience  1
1.20
5.04%
User Time | Day of Week | s_30271
Target Audience  2
1.08
15.34%
User Time | Day of Week | s_30270
Target Audience  3
1.03
5.77%
User Time | Day of Week
Target Audience  4
0.89
13.97%
User Time | Day of Week
Target Audience  5
0.88
7.93%
User Time | Day of Week
Target Audience  6
0.84
13.21%
User Time | Day of Week
Target Audience  7
0.79
6.21%
User Time | Day of Week
Target Audience  8
0.70
9.33%
User Time | Day of Week
Target Audience  9
0.65
10.21%
User Time | Day of Week | s_30265
Target Audience  10
0.23
12.99%
User Time | s_30263

Target Audiences Details

Suppression List

Show a list of features best for suppression
* Gain represents performance improvment after the suppression

Unable to create suppression list that provides sufficient performance gain

Beeswax

Feature Decomposition

Show performance for user feature
  • 3.92
    DMA
    DMA Volume
    EvPM
    Biloxi - Gulfport
    0.04%
    3.92
    Bend, OR
    0.08%
    2.50
    Ottumwa - Kirksville
    0.04%
    2.19
    Gainesville
    0.11%
    1.76
    Tyler - Longview (Lufk..
    0.07%
    1.75
    Sherman, TX - Ada, OK
    0.04%
    1.74
    Saint Louis
    1.10%
    1.66
    Houston
    1.71%
    1.65
    Jackson, MS
    0.10%
    1.64
    Bakersfield
    0.08%
    1.56
    Fairbanks
    0.04%
    1.52
    Chico - Redding
    0.10%
    1.51
    Austin, TX
    0.94%
    1.49
    Santa Barbara - Santa ..
    0.06%
    1.47
    Twin Falls
    0.06%
    1.47
    Bowling Green
    0.04%
    1.46
    Shreveport
    0.09%
    1.45
    Joplin - Pittsburg
    0.13%
    1.43
    Terre Haute
    0.09%
    1.43
    Lafayette, IN
    0.04%
    1.42
    Clarksburg - Weston
    0.07%
    1.39
    Tallahassee - Thomasvi..
    0.14%
    1.37
    Columbia, SC
    0.19%
    1.33
    West Palm Beach - Fort..
    0.43%
    1.31
    Miami - Fort Lauderdal..
    1.59%
    1.29
    Charleston-Huntington
    0.17%
    1.27
    Norfolk - Portsmouth -..
    0.73%
    1.26
    Waco - Temple - Bryan
    0.13%
    1.26
    Utica
    0.18%
    1.24
    Rochester, NY
    0.39%
    1.23
    Macon
    0.13%
    1.22
    Palm Springs
    0.08%
    1.21
    Fort Wayne
    0.19%
    1.19
    Augusta
    0.11%
    1.16
    Savannah
    0.17%
    1.15
    Dallas - Fort Worth
    3.42%
    1.13
    Mobile - Pensacola (Fo..
    0.26%
    1.11
    Albany, GA
    0.06%
    1.11
    Bangor
    0.09%
    1.11
    Huntsville - Decatur (..
    0.12%
    1.10
    Pittsburgh
    1.16%
    1.09
    New Orleans
    0.44%
    1.08
    Burlington - Plattsbur..
    0.23%
    1.08
    Birmingham (Anniston a..
    0.47%
    1.07
    Charleston, SC
    0.18%
    1.07
    Little Rock - Pine Blu..
    0.24%
    1.06
    Wheeling - Steubenvill..
    0.06%
    1.06
    Roanoke - Lynchburg
    0.52%
    1.04
    Minot - Bismarck - Dic..
    0.22%
    1.03
    Yuma - El Centro
    0.06%
    1.03
    San Francisco - Oaklan..
    0.99%
    1.03
    Greenville - Spartansb..
    0.50%
    1.02
    Baltimore
    1.18%
    1.02
    Flint - Saginaw - Bay ..
    0.37%
    1.01
    Tucson (Sierra Vista)
    0.22%
    1.01
    Chattanooga
    0.22%
    1.00
    Greensboro - High Poin..
    0.44%
    1.00
    Atlanta
    3.30%
    1.00
    Syracuse
    0.35%
    1.00
    Orlando - Daytona Beac..
    1.94%
    1.00
    Corpus Christi
    0.06%
    0.99
    Fort Myers - Naples
    0.32%
    0.98
    Youngstown
    0.16%
    0.98
    Topeka
    0.13%
    0.97
    Tampa - Saint Petersbu..
    1.91%
    0.94
    DMA Volume
    EvPM
    Salisbury
    0.13%
    0.94
    Panama City
    0.07%
    0.94
    Others
    6.97%
    0.93
    Evansville
    0.14%
    0.92
    Tulsa
    0.38%
    0.92
    Washington DC (Hagerst..
    3.14%
    0.92
    Grand Rapids - Kalamaz..
    0.77%
    0.91
    Lexington
    0.25%
    0.90
    Watertown
    0.07%
    0.90
    Des Moines - Ames
    1.31%
    0.89
    Johnstown - Altoona
    0.21%
    0.89
    Columbia - Jefferson C..
    0.14%
    0.88
    Parkersburg
    0.04%
    0.88
    North Platte
    0.04%
    0.88
    Jacksonville, Brunswic..
    0.48%
    0.86
    Columbus, OH
    0.77%
    0.86
    Hattiesburg - Laurel
    0.04%
    0.85
    Rockford
    0.11%
    0.85
    Richmond - Petersburg
    0.64%
    0.85
    Sioux Falls (Mitchell)
    0.34%
    0.84
    Las Vegas
    0.65%
    0.83
    Quincy - Hannibal - Ke..
    0.08%
    0.83
    Dayton
    0.53%
    0.83
    Marquette
    0.11%
    0.83
    Harrisonburg
    0.08%
    0.83
    New York
    8.08%
    0.83
    Detroit
    3.07%
    0.82
    Peoria - Bloomington
    0.16%
    0.81
    Monroe - El Dorado
    0.04%
    0.81
    Charlotte
    1.95%
    0.81
    Erie
    0.12%
    0.80
    Amarillo
    0.16%
    0.80
    Springfield - Holyoke
    0.20%
    0.79
    Memphis
    0.32%
    0.79
    Saint Joseph
    0.04%
    0.78
    Boston (Manchester)
    2.28%
    0.78
    Sacramento - Stockton ..
    1.19%
    0.77
    Cleveland
    1.39%
    0.77
    Champaign & Spring..
    0.17%
    0.77
    Wilkes Barre - Scranto..
    0.37%
    0.76
    Baton Rouge
    0.13%
    0.75
    Davenport - Rock Islan..
    0.17%
    0.74
    Reno
    0.30%
    0.73
    Beaumont - Port Arthur
    0.04%
    0.73
    Lansing
    0.31%
    0.72
    Abilene - Sweetwater
    0.09%
    0.71
    Providence - New Bedfo..
    0.50%
    0.70
    Tri-Cities, TN-VA
    0.18%
    0.70
    Albany - Schenectady -..
    0.55%
    0.69
    Rochester - Mason City..
    0.14%
    0.69
    Buffalo
    0.81%
    0.66
    Sioux City
    0.19%
    0.66
    Traverse City - Cadill..
    0.19%
    0.66
    Toledo
    0.24%
    0.66
    Greenville - New Bern ..
    0.19%
    0.65
    Los Angeles
    1.40%
    0.65
    San Diego
    0.39%
    0.65
    Louisville
    0.54%
    0.64
    Springfield, MO
    0.35%
    0.64
    Idaho Falls - Pocatell..
    0.15%
    0.63
    Honolulu
    0.15%
    0.62
    Boise
    0.41%
    0.62
    Knoxville
    0.36%
    0.62
    Medford - Klamath Fall..
    0.26%
    0.61
    Harrisburg - Lancaster..
    0.57%
    0.61
    DMA Volume
    EvPM
    Madison
    0.32%
    0.59
    Lafayette, LA
    0.05%
    0.58
    Rapid City
    0.17%
    0.57
    La Crosse - Eau Claire
    0.22%
    0.56
    San Antonio
    0.51%
    0.56
    Fort Smith - Fayettevi..
    0.12%
    0.54
    Nashville
    0.48%
    0.53
    Cincinnati
    0.43%
    0.52
    Philadelphia
    1.47%
    0.52
    Cedar Rapids - Waterlo..
    0.32%
    0.50
    Wausau - Rhinelander
    0.19%
    0.49
    Monterey - Salinas
    0.06%
    0.49
    Grand Junction - Montr..
    0.13%
    0.48
    Salt Lake City
    1.12%
    0.48
    Omaha
    0.81%
    0.47
    Yakima - Pasco - Richl..
    0.21%
    0.46
    Wichita - Hutchinson
    0.43%
    0.44
    Colorado Springs-Puebl..
    0.44%
    0.44
    Missoula
    0.22%
    0.43
    Mankato
    0.07%
    0.42
    Portland - Auburn
    0.30%
    0.42
    Florence - Myrtle Beac..
    0.15%
    0.41
    Raleigh - Durham (Faye..
    0.31%
    0.40
    Paducah - Cape Girarde..
    0.16%
    0.40
    Elmira
    0.08%
    0.39
    Eugene
    0.25%
    0.38
    South Bend - Elkhart
    0.17%
    0.38
    Chicago
    2.74%
    0.37
    Odessa - Midland
    0.17%
    0.37
    Columbus, GA
    0.17%
    0.36
    Montgomery (Selma)
    0.09%
    0.35
    Harlingen - Weslaco - ..
    0.09%
    0.35
    Lincoln & Hastings..
    0.36%
    0.35
    Fargo - Valley City
    0.27%
    0.35
    Duluth - Superior
    0.18%
    0.34
    Great Falls
    0.09%
    0.34
    Casper - Riverton
    0.09%
    0.34
    Wichita Falls & La..
    0.10%
    0.33
    El Paso
    0.19%
    0.33
    Spokane
    0.30%
    0.31
    Green Bay - Appleton
    0.31%
    0.31
    Seattle - Tacoma
    1.43%
    0.29
    Wilmington
    0.12%
    0.27
    Portland, OR
    0.94%
    0.27
    Lubbock
    0.12%
    0.27
    Butte - Bozeman
    0.13%
    0.24
    Hartford & New Hav..
    0.42%
    0.22
    Anchorage
    0.15%
    0.21
    Cheyenne - Scottsbluff
    0.15%
    0.21
    Milwaukee
    0.16%
    0.20
    Albuquerque - Santa Fe
    0.51%
    0.19
    Kansas City
    0.69%
    0.18
    Fresno - Visalia
    0.19%
    0.17
    Denver
    1.46%
    0.15
    Minneapolis - Saint Pa..
    2.29%
    0.14
    Phoenix
    0.37%
    0.09
    Indianapolis
    0.74%
    0.04
    Billings
    0.16%
    0.00
    Lima
    0.05%
    0.00
    Bluefield - Beckley - ..
    0.06%
    0.00
    Helena
    0.06%
    0.00
    Charlottesville
    0.08%
    0.00
    Eureka
    0.04%
    0.00
    San Angelo
    0.06%
    0.00
    Oklahoma City
    0.25%
    0.00
    Binghamton
    0.12%
    0.00
    • Saint Louis
    • Houston
    • Austin, TX
    • Columbia, SC
    • West Palm Beach - Fort..
    • Miami - Fort Lauderdal..
    • Charleston-Huntington
    • Norfolk - Portsmouth -..
    • Rochester, NY
    • Savannah
    • Dallas - Fort Worth
    • Mobile - Pensacola (Fo..
    • Pittsburgh
    • New Orleans
    • Burlington - Plattsbur..
    • Birmingham (Anniston a..
    • Charleston, SC
    • Little Rock - Pine Blu..
    • Roanoke - Lynchburg
    • San Francisco - Oaklan..
    • Greenville - Spartansb..
    • Baltimore
    • Flint - Saginaw - Bay ..
    • Tucson (Sierra Vista)
    • Chattanooga
    • Greensboro - High Poin..
    • Atlanta
    • Syracuse
    • Orlando - Daytona Beac..
    • Fort Myers - Naples
    • Tampa - Saint Petersbu..
    • Others
    • Tulsa
    • Washington DC (Hagerst..
    • Grand Rapids - Kalamaz..
    • Lexington
    • Des Moines - Ames
    • Johnstown - Altoona
    • Columbia - Jefferson C..
    • Jacksonville, Brunswic..
    • Columbus, OH
    • Richmond - Petersburg
    • Sioux Falls (Mitchell)
    • Las Vegas
    • Dayton
    • New York
    • Detroit
    • Charlotte
    • Springfield - Holyoke
    • Memphis
    • Boston (Manchester)
    • Sacramento - Stockton ..
    • Cleveland
    • Wilkes Barre - Scranto..
    • Davenport - Rock Islan..
    • Reno
    • Lansing
    • Providence - New Bedfo..
    • Tri-Cities, TN-VA
    • Albany - Schenectady -..
    • Buffalo
    • Traverse City - Cadill..
    • Toledo
    • Greenville - New Bern ..
    • Los Angeles
    • San Diego
    • Louisville
    • Springfield, MO
    • Boise
    • Knoxville
    • Medford - Klamath Fall..
    • Harrisburg - Lancaster..
    • Madison
    • La Crosse - Eau Claire
    • San Antonio
    • Philadelphia
    • Cedar Rapids - Waterlo..
    • Wausau - Rhinelander
    • Salt Lake City
    • Yakima - Pasco - Richl..
    • Wichita - Hutchinson
    • Colorado Springs-Puebl..
    • Portland - Auburn
    • Eugene
    • Chicago
    • Lincoln & Hastings - K..
    • Green Bay - Appleton
    • Seattle - Tacoma
    • Fresno - Visalia
    • Minneapolis - Saint Pa..
  • 3.02
    Model
    Model Volume
    EvPM
    Chrome - Windows
    0.36%
    3.02
    VS501
    0.05%
    2.87
    iPhone
    0.70%
    2.58
    5032W
    0.04%
    2.49
    SM-A205U1
    0.19%
    2.39
    SM-J327R4
    0.04%
    2.32
    SM-J327U
    0.05%
    2.10
    SM-A015V
    0.25%
    2.08
    SM-S506DL
    0.24%
    2.06
    SM-G930T
    0.05%
    2.04
    SM-A015A
    0.07%
    2.00
    SM-N976U
    0.34%
    1.94
    Moto E6
    0.11%
    1.88
    SM-J337U
    0.14%
    1.82
    SM-A600T1
    0.04%
    1.78
    SM-J337AZ
    0.04%
    1.73
    SM-G986U1
    0.16%
    1.69
    Moto G6
    0.12%
    1.64
    LM-X320
    0.06%
    1.61
    Others
    0.04%
    1.58
    A6013
    0.06%
    1.58
    Moto G5 Plus
    0.06%
    1.55
    SM-A505U
    1.86%
    1.49
    SM-J337A
    0.34%
    1.47
    Moto G6 Play
    0.05%
    1.46
    LM-Q720
    0.18%
    1.45
    SM-N970U1
    0.11%
    1.44
    SM-A115AZ
    0.07%
    1.43
    SM-A102U1
    0.26%
    1.42
    SM-A115U
    0.42%
    1.40
    LM-X220
    0.05%
    1.38
    SM-J727V
    0.43%
    1.37
    SM-A505U1
    0.23%
    1.31
    SM-J327V
    0.34%
    1.28
    SM-A115A
    0.16%
    1.27
    Moto G7
    0.08%
    1.22
    SM-J727U
    0.05%
    1.22
    SM-N960U1
    0.30%
    1.20
    SM-J727A
    0.14%
    1.19
    SM-J327A
    0.14%
    1.19
    Moto G Power
    0.08%
    1.19
    SM-A102U
    3.48%
    1.16
    SM-N981U
    0.77%
    1.15
    SM-A205U
    2.64%
    1.15
    SM-A015AZ
    0.06%
    1.15
    LM-Q730
    0.06%
    1.15
    SM-G781V
    0.09%
    1.14
    SM-S111DL
    0.26%
    1.12
    SM-G930A
    0.09%
    1.09
    Pixel 3a XL
    0.09%
    1.09
    LM-K500
    0.06%
    1.04
    SM-G986U
    2.41%
    1.03
    SM-S205DL
    0.39%
    1.01
    SM-A015T1
    0.17%
    0.99
    SM-G981V
    0.70%
    0.98
    XT1955DL
    0.03%
    0.97
    SM-G988U
    1.61%
    0.96
    SM-G900V
    0.07%
    0.96
    SM-A716V
    0.14%
    0.95
    SM-N920V
    0.03%
    0.95
    Model Volume
    EvPM
    SM-J337V
    0.87%
    0.95
    LM-Q710 (FGN)
    0.07%
    0.95
    SM-G988U1
    0.10%
    0.94
    SM-G981U
    1.90%
    0.94
    SM-N976V
    0.46%
    0.94
    SM-J327VPP
    0.04%
    0.93
    SM-J337R4
    0.07%
    0.93
    LM-G820
    0.15%
    0.90
    SM-J737VPP
    0.11%
    0.89
    SM-J727VPP
    0.04%
    0.88
    Moto e5 Go
    0.04%
    0.88
    SM-G892U
    0.15%
    0.87
    Moto G7 Supra
    0.08%
    0.87
    SM-J337VPP
    0.12%
    0.86
    SM-N975U
    3.36%
    0.85
    Moto Z4
    0.27%
    0.85
    SM-S757BL
    0.04%
    0.84
    XT1921-2
    0.04%
    0.84
    Pixel XL
    0.04%
    0.84
    Moto G7 Power
    0.24%
    0.83
    SM-N970U
    1.71%
    0.83
    SM-J737R4
    0.12%
    0.82
    SM-N981U1
    0.04%
    0.82
    Pixel 4
    0.08%
    0.81
    Moto E4
    0.04%
    0.81
    SM-G955U1
    0.20%
    0.81
    LML212VL
    0.08%
    0.80
    Moto Z2
    0.12%
    0.80
    SM-J737U
    0.12%
    0.80
    Fire HD 8 (2017)
    0.04%
    0.80
    SM-S367VL
    0.37%
    0.79
    SM-A516U
    0.17%
    0.78
    SM-A207M
    0.04%
    0.76
    SM-N950U
    2.87%
    0.76
    SM-A716U
    0.57%
    0.76
    SM-G950U1
    0.62%
    0.75
    SM-N975U1
    0.31%
    0.75
    SM-J337P
    0.13%
    0.74
    LM-V600
    0.04%
    0.74
    SM-N960U
    3.97%
    0.74
    SM-G977U
    0.18%
    0.74
    SM-G920V
    0.09%
    0.72
    SM-G930VL
    0.05%
    0.70
    LM-V405
    0.10%
    0.69
    SM-G973U
    7.18%
    0.69
    SM-J727AZ
    0.05%
    0.69
    SM-J737V
    0.78%
    0.68
    Moto Z3
    0.20%
    0.68
    SM-S102DL
    0.98%
    0.67
    SM-G975U1
    0.49%
    0.67
    SM-A515U
    0.90%
    0.66
    SM-G973U1
    0.55%
    0.66
    SM-G955U
    2.97%
    0.65
    SM-G892A
    0.86%
    0.65
    SM-G950U
    6.60%
    0.65
    Moto G7 Play
    0.10%
    0.65
    SM-A600P
    0.05%
    0.64
    SM-G930P
    0.05%
    0.64
    SM-J737A
    0.42%
    0.63
    SM-G970U
    6.15%
    0.63
    Model Volume
    EvPM
    SM-J727T1
    0.11%
    0.62
    SM-A600A
    0.11%
    0.62
    SM-T380
    0.05%
    0.61
    SM-A215U
    0.44%
    0.60
    SM-G930V
    0.34%
    0.59
    XT1710-02
    0.06%
    0.58
    SM-G975U
    6.01%
    0.58
    SM-S260DL
    0.17%
    0.58
    SM-G965U1
    0.51%
    0.58
    SM-T290
    0.06%
    0.57
    SM-J727P
    0.06%
    0.56
    SM-G960U
    8.79%
    0.55
    SM-J320V
    0.12%
    0.55
    LM-G710VM
    0.12%
    0.55
    SM-G960U1
    1.04%
    0.54
    SM-G781U
    0.18%
    0.54
    SM-J260A
    0.25%
    0.53
    SM-G965U
    4.91%
    0.52
    SM-J737T
    0.33%
    0.50
    SM-N986U1
    0.13%
    0.50
    SM-J260T1
    0.20%
    0.49
    E6910
    0.07%
    0.49
    SM-G935V
    0.07%
    0.47
    SM-J260AZ
    0.14%
    0.47
    G013C
    0.14%
    0.46
    LM-X420
    0.07%
    0.46
    Moto G Stylus
    0.07%
    0.45
    SM-S767VL
    0.71%
    0.37
    Moto E5 Play
    0.09%
    0.36
    Pixel 3
    0.27%
    0.36
    SM-N950U1
    0.18%
    0.36
    SM-J727T
    0.09%
    0.36
    SM-A515U1
    0.09%
    0.35
    SM-G970U1
    0.50%
    0.33
    SM-J737T1
    0.31%
    0.32
    SM-G981U1
    0.21%
    0.32
    SM-J737P
    0.21%
    0.32
    Pixel 3a
    0.20%
    0.16
    Pixel 4a
    0.05%
    0.00
    SM-J337T
    0.09%
    0.00
    LM-X210APM
    0.05%
    0.00
    L322DL
    0.04%
    0.00
    XT1635-01
    0.04%
    0.00
    VS996
    0.04%
    0.00
    VS988
    0.05%
    0.00
    G011C
    0.15%
    0.00
    SM-T387V
    0.08%
    0.00
    LM-G710
    0.04%
    0.00
    G011A
    0.15%
    0.00
    SM-S727VL
    0.06%
    0.00
    Fire HD 8 (2018)
    0.05%
    0.00
    Pixel 4 XL
    0.08%
    0.00
    SM-J727R4
    0.05%
    0.00
    SM-G920A
    0.04%
    0.00
    SM-S327VL
    0.04%
    0.00
    Moto X4
    0.05%
    0.00
    SM-A600AZ
    0.04%
    0.00
    SM-A515F/DSN
    0.04%
    0.00
    SM-A505G
    0.03%
    0.00
    LM-Q710.FG
    0.03%
    0.00
    SM-A600T
    0.04%
    0.00
    • iPhone
    • SM-A505U
    • SM-J727V
    • SM-J327V
    • SM-N960U1
    • SM-A102U
    • SM-N981U
    • SM-A205U
    • SM-G986U
    • SM-G981V
    • SM-G988U
    • SM-J337V
    • SM-G981U
    • SM-N976V
    • SM-N975U
    • Moto Z4
    • Moto G7 Power
    • SM-N970U
    • SM-S367VL
    • SM-N950U
    • SM-A716U
    • SM-G950U1
    • SM-N960U
    • SM-G973U
    • SM-J737V
    • SM-S102DL
    • SM-G975U1
    • SM-A515U
    • SM-G973U1
    • SM-G955U
    • SM-G892A
    • SM-G950U
    • SM-G970U
    • SM-N986U
    • SM-A215U
    • SM-G930V
    • SM-G975U
    • SM-G965U1
    • SM-G960U
    • SM-G960U1
    • SM-G781U
    • SM-G965U
    • SM-S767VL
    • Pixel 3
    • SM-G970U1
    • SM-G981U1
    • Pixel 3a
  • 2.58
    Hardware Type
    Hardware Type Volume
    EvPM
    Desktop
    0.44%
    2.58
    Mobile Phone
    98.85%
    0.79
    Tablet
    0.71%
    0.44
    • Mobile Phone
    • Tablet
  • 2.58
    OS Name
    OS Name Volume
    EvPM
    iOS
    0.67%
    2.58
    Android
    98.99%
    0.78
    Windows 10
    0.34%
    0.00
    • iOS
    • Android
  • 2.41
    ASN
    ASN Volume
    EvPM
    3356
    0.10%
    2.41
    26794
    0.05%
    2.11
    22646
    0.06%
    1.78
    11272
    0.06%
    1.56
    15108
    0.07%
    1.46
    15169
    0.05%
    1.45
    21565
    0.06%
    1.22
    26827
    0.06%
    1.19
    11776
    0.33%
    1.14
    11426
    1.19%
    1.13
    13490
    0.06%
    1.12
    13576
    0.09%
    1.08
    11427
    1.14%
    1.04
    N/A
    1.66%
    1.02
    20057
    9.65%
    1.02
    11976
    0.07%
    1.01
    12097
    0.04%
    0.96
    11492
    0.51%
    0.93
    21928
    12.03%
    0.93
    13368
    0.04%
    0.92
    6621
    0.15%
    0.92
    36374
    0.04%
    0.91
    6389
    0.04%
    0.89
    19108
    0.84%
    0.89
    11232
    0.35%
    0.87
    12083
    0.43%
    0.86
    6181
    0.04%
    0.86
    7459
    0.08%
    0.85
    4181
    0.32%
    0.85
    ASN Volume
    EvPM
    30600
    0.08%
    0.85
    6167
    10.75%
    0.83
    30036
    0.73%
    0.83
    11351
    1.72%
    0.82
    22561
    0.04%
    0.82
    46690
    0.08%
    0.81
    7018
    5.91%
    0.80
    10796
    2.12%
    0.78
    7029
    0.87%
    0.77
    6614
    1.39%
    0.77
    6128
    1.75%
    0.77
    20115
    4.47%
    0.76
    7922
    12.61%
    0.75
    22773
    2.25%
    0.75
    12042
    0.05%
    0.74
    701
    3.94%
    0.74
    7106
    0.05%
    0.74
    27364
    0.23%
    0.73
    7155
    0.14%
    0.73
    4922
    0.09%
    0.71
    5650
    1.24%
    0.71
    6580
    0.05%
    0.69
    33363
    1.64%
    0.68
    11404
    0.10%
    0.66
    40285
    0.05%
    0.66
    22394
    9.96%
    0.61
    20001
    0.56%
    0.60
    32307
    0.06%
    0.60
    12271
    0.63%
    0.59
    ASN Volume
    EvPM
    209
    2.62%
    0.58
    174
    0.06%
    0.57
    13977
    0.12%
    0.56
    10507
    1.44%
    0.54
    16904
    0.06%
    0.53
    6079
    0.13%
    0.51
    17306
    0.07%
    0.49
    14615
    0.07%
    0.48
    8047
    0.14%
    0.48
    14654
    0.07%
    0.45
    5056
    0.08%
    0.41
    20412
    0.09%
    0.38
    16591
    0.19%
    0.36
    3737
    0.28%
    0.36
    33588
    0.67%
    0.25
    27017
    0.13%
    0.25
    21947
    0.04%
    0.00
    23089
    0.04%
    0.00
    21782
    0.03%
    0.00
    14828
    0.04%
    0.00
    12173
    0.05%
    0.00
    11961
    0.04%
    0.00
    11796
    0.09%
    0.00
    7332
    0.10%
    0.00
    36180
    0.04%
    0.00
    7795
    0.04%
    0.00
    10838
    0.04%
    0.00
    10835
    0.04%
    0.00
    53347
    0.04%
    0.00
    • 11776
    • 11426
    • 11427
    • N/A
    • 20057
    • 11492
    • 21928
    • 19108
    • 11232
    • 12083
    • 4181
    • 6167
    • 30036
    • 11351
    • 7018
    • 10796
    • 7029
    • 6614
    • 6128
    • 20115
    • 7922
    • 22773
    • 701
    • 27364
    • 5650
    • 33363
    • 22394
    • 20001
    • 12271
    • 209
    • 10507
    • 3737
    • 33588
  • 2.33
    ISP
    ISP Volume
    EvPM
    Consolidated Telcom
    0.04%
    2.33
    Level 3 Communications
    0.16%
    2.28
    Hargray Communications..
    0.05%
    1.83
    C Spire
    0.06%
    1.57
    Allo Communications LL..
    0.07%
    1.42
    Spectrum Business
    0.59%
    1.30
    Horry Telephone Cooper..
    0.05%
    1.22
    EPB Fiber Optics
    0.06%
    1.19
    Atlantic Broadband
    0.32%
    1.14
    Buckeye Cablevision
    0.06%
    1.12
    SDN Communications
    0.06%
    1.04
    AT&T Wireless
    10.08%
    1.02
    Others
    1.64%
    1.02
    Fidelity Communication..
    0.07%
    1.02
    Bluebird Network
    0.03%
    1.00
    Massillon Cable
    0.04%
    0.96
    Verizon Internet Servi..
    0.43%
    0.94
    Sparklight
    0.50%
    0.93
    T-Mobile USA
    11.96%
    0.93
    Vision Net
    0.04%
    0.91
    Hughes Network Systems
    0.15%
    0.91
    Stellar Association, L..
    0.04%
    0.91
    AT&T Services
    0.23%
    0.89
    Suddenlink Communicati..
    0.83%
    0.88
    Midco
    0.35%
    0.87
    Cincinnati Bell
    0.04%
    0.86
    WideOpenWest
    0.43%
    0.86
    ISP Volume
    EvPM
    TDS Telecom
    0.31%
    0.85
    Metronet
    0.08%
    0.85
    Grande Communications
    0.08%
    0.85
    Mediacom Cable
    0.73%
    0.83
    Vyve Broadband
    0.04%
    0.80
    Cox Communications
    2.12%
    0.79
    US Cellular
    1.39%
    0.77
    Windstream Communicati..
    0.87%
    0.77
    AT&T U-verse
    4.68%
    0.77
    Shentel Communications
    0.09%
    0.76
    Comcast Cable
    12.06%
    0.76
    AT&T Internet Serv..
    0.58%
    0.76
    Spectrum
    13.52%
    0.75
    Optimum Online
    1.72%
    0.74
    Spirit Communications
    0.05%
    0.74
    Armstrong Cable
    0.23%
    0.73
    Viasat
    0.14%
    0.73
    Verizon Wireless
    20.59%
    0.72
    Verizon Fios
    3.45%
    0.71
    Frontier Communication..
    1.33%
    0.71
    Golden West Telecommun..
    0.05%
    0.69
    Cogent Communications
    0.05%
    0.66
    Verizon Fios Business
    0.05%
    0.66
    Com Net
    0.05%
    0.66
    Wave Broadband
    0.11%
    0.61
    CenturyLink
    2.68%
    0.60
    Ne Colorado Cellular
    0.06%
    0.60
    ISP Volume
    EvPM
    Consolidated Communica..
    0.30%
    0.55
    Sprint PCS
    1.44%
    0.54
    Arvig Enterprises
    0.06%
    0.53
    RCN
    0.13%
    0.51
    Comcast Business
    0.49%
    0.48
    GCI Communications
    0.14%
    0.48
    AT&T Wi-Fi Service..
    0.07%
    0.45
    Aureon Network Service..
    0.15%
    0.44
    Comporium
    0.08%
    0.40
    Vast Broadband
    0.09%
    0.38
    Google Fiber
    0.19%
    0.36
    PenTeleData
    0.28%
    0.36
    Rise Broadband
    0.10%
    0.34
    Cox Business
    0.12%
    0.28
    Ziply Fiber
    0.13%
    0.25
    Visionary Communicatio..
    0.04%
    0.00
    Zayo
    0.04%
    0.00
    Airstream Communicatio..
    0.10%
    0.00
    Google Cloud
    0.05%
    0.00
    Hiawatha Broadband Com..
    0.05%
    0.00
    The University of Alab..
    0.05%
    0.00
    IQuest Internet
    0.10%
    0.00
    LUMOS Networks
    0.04%
    0.00
    Mid-Rivers Telephone C..
    0.04%
    0.00
    Blackfoot Telephone Co..
    0.04%
    0.00
    Plateau Telecommunicat..
    0.04%
    0.00
    Premier Communications
    0.03%
    0.00
    Zito Media
    0.06%
    0.00
    • Spectrum Business
    • Atlantic Broadband
    • AT&T Wireless
    • Others
    • Verizon Internet Servi..
    • Sparklight
    • T-Mobile USA
    • Suddenlink Communicati..
    • Midco
    • WideOpenWest
    • TDS Telecom
    • Mediacom Cable
    • Cox Communications
    • US Cellular
    • Windstream Communicati..
    • AT&T U-verse
    • Comcast Cable
    • AT&T Internet Services
    • Spectrum
    • Optimum Online
    • Armstrong Cable
    • Verizon Wireless
    • Verizon Fios
    • Frontier Communication..
    • CenturyLink
    • Consolidated Communica..
    • Sprint PCS
    • Comcast Business
    • PenTeleData
  • 1.71
    Impression Count
    Impression Count Volume
    EvPM
    1 impression
    81.95%
    0.81
    2-5 impressions
    16.75%
    0.72
    6-10 impressions
    0.68%
    0.71
    11-20 impressions
    0.20%
    0.51
    21+ impressions
    0.41%
    0.50
    • 6-10 impressions
    • 1 impression
    • 2-5 impressions
  • 0.98
    User Time
    User Time Volume
    EvPM
    15:00 - 18:00
    16.86%
    0.98
    09:00 - 12:00
    28.11%
    0.98
    00:00 - 03:00
    2.82%
    0.98
    18:00 - 21:00
    16.53%
    0.85
    03:00 - 06:00
    8.23%
    0.79
    21:00 - 00:00
    9.79%
    0.78
    12:00 - 15:00
    4.67%
    0.39
    06:00 - 09:00
    12.99%
    0.23
    • 15:00 - 18:00
    • 09:00 - 12:00
    • 00:00 - 03:00
    • 18:00 - 21:00
    • 03:00 - 06:00
    • 21:00 - 00:00
    • 12:00 - 15:00
    • 06:00 - 09:00
  • 0.86
    Time Since Last Impression
    Time Since Last Impression Volume
    EvPM
    Never before
    81.95%
    0.86
    1-10 minutes
    2.63%
    0.65
    One or more days
    4.89%
    0.63
    Less than a minute
    4.37%
    0.60
    31-60 minutes
    0.62%
    0.46
    11-30 minutes
    0.87%
    0.44
    4-24 hours
    3.51%
    0.29
    1-3 hours
    1.16%
    0.22
    • Never before
    • 1-10 minutes
    • One or more days
    • Less than a minute
    • 4-24 hours
    • 1-3 hours

Traffic Analysis

Impression traffic by device type, platform, OS, browser and other features. --traffic_chart--

Traffic Analysis

Impression traffic by device type, platform, OS, browser and other features.

Hardware Type

Device Brand

Connection Type

DMA

OS Name

Android

OS Version

Model

iOS

OS Version

Build timestamp: 2021-04-04 10:19:44