A/b Test analysis

budsimpson
ABTestAnalysis-ClassmateExample.xlsx

General View rate

Campaign report
All time
Campaign status Campaign Impr. views Non - views Interaction rate Cost
Completed funnel analysis voice 58,921 2,775 56,146 4.710% $ 22.73
Completed Funnel with voice and music 58,313 2,719 55,594 4.663% $ 22.64
Total Total 117,234 5,494 4.686% $ 45.36
In general, both campaigns had an interaction rate between 4.5% and 5%. It was very low, so as a professional marketer if it was a real campaign I should revise the content and analyze why the result was not successful. In this particular case, I was expecting to have a better result in the video with music over the "just voice" one, but the analysis said that the music did not impact in a positive way the video.
The Chi-Square Calculator helps me understanding by using statistics if I can decide which campaign is better observing the view rate. In this case, the result was "not significant", so I can't decide between both campaigns using just the view rate.

Interaction Rate

In stream Chi-square

Ad group report
All time
Ad group status Ad group View rate Views Not Viewed Ad group type Impr. Cost
Enabled Video with voice in stream 61.76% 1,161 719 In-stream 1,880 7
Enabled Funnel with voice and music in stream 63.87% 1,011 572 In-stream 1,583 6
The Chi-Square Calculator helps me understanding by using statistics if I can decide which campaign is better observing the view rate. In this case, the result was "not significant", so I can't decide between both campaigns using just the view rate.

Age Voice and video

Age report
All time
Demographic status Age View rate Ad group Views Impr. highest view rate
Enabled 18 - 24 2.19% Voice and music discovery 82 3,751
Enabled 25 - 34 2.81% Voice and music discovery 302 10,736
Enabled 35 - 44 3.04% Voice and music discovery 413 13,570
Enabled 45 - 54 2.62% Voice and music discovery 187 7,140 Lowest view rate
Enabled 55 - 64 3.61% Voice and music discovery 243 6,740
Enabled 65+ 3.92% Voice and music discovery 267 6,804
Enabled Unknown 2.53% Voice and music discovery 202 7,972
Enabled 18 - 24 71.67% Funnel with voice and music in stream 86 120
Enabled 25 - 34 72.63% Funnel with voice and music in stream 69 95
Enabled 35 - 44 70.00% Funnel with voice and music in stream 77 110
Enabled 45 - 54 65.22% Funnel with voice and music in stream 45 69
Enabled 55 - 64 62.96% Funnel with voice and music in stream 34 54
Enabled 65+ 56.82% Funnel with voice and music in stream 50 88
Enabled Unknown 62.28% Funnel with voice and music in stream 662 1,063
Percentage
Percentage

Device Voice and Music

Device report
All time
Device View rate Campaign Impr. Views Cost
Mobile phones 4.08% Funnel with voice and music 44,616 1,820 16
Computers 75.34% Funnel with voice and music 373 281 1
Tablets 4.56% Funnel with voice and music 13,300 606 6
Percentage

Voice and Music Gender

Gender report
All time
Demographic status Gender View rate Ad group Views Impr. Cost
Enabled Female 3.18% Voice and music discovery 769 24,200 8
Enabled Unknown 2.51% Voice and music discovery 161 6,417 2
Enabled Male 2.94% Voice and music discovery 766 26,096 8
Enabled Male 71.33% Funnel with voice and music in stream 214 300 1
Enabled Female 63.74% Funnel with voice and music in stream 174 273 1
Enabled Unknown 61.89% Funnel with voice and music in stream 635 1,026 3
Percentage
Percentage

Housheld income Voice and video

Household income report
All time
Demographic status Household income View rate Ad group Views Impr. Cost
Enabled 11 - 20% 66.67% Funnel with voice and music in stream 2 3 0
Enabled 41 - 50% 57.14% Funnel with voice and music in stream 4 7 0
Enabled Lower 50% 60.98% Funnel with voice and music in stream 25 41 0
Enabled 21 - 30% 100.00% Funnel with voice and music in stream 3 3 0
Enabled Unknown 63.82% Funnel with voice and music in stream 979 1,534 5
Enabled 31 - 40% 75.00% Funnel with voice and music in stream 3 4 0
Enabled Top 10% 100.00% Funnel with voice and music in stream 7 7 0
Enabled Lower 50% 2.78% Voice and music discovery 70 2,516 1
Enabled 41 - 50% 2.50% Voice and music discovery 8 320 0
Enabled Unknown 3.00% Voice and music discovery 1,576 52,605 16
Enabled 11 - 20% 3.88% Voice and music discovery 9 232 0
Enabled Top 10% 3.23% Voice and music discovery 13 403 0
Enabled 31 - 40% 3.74% Voice and music discovery 12 321 0
Enabled 21 - 30% 2.53% Voice and music discovery 8 316 0
Percentage
Percentage

Parental Voice and Video

Parental status report
All time
Demographic status Parental status View rate Ad group Views Impr. Cost
Enabled Parent 3.32% Voice and music discovery 579 17,442 6
Enabled Not a parent 2.94% Voice and music discovery 872 29,616 9
Enabled Unknown 2.54% Voice and music discovery 245 9,655 2
Enabled Parent 67.72% Funnel with voice and music in stream 107 158 1
Enabled Not a parent 67.32% Funnel with voice and music in stream 241 358 2
Enabled Unknown 62.33% Funnel with voice and music in stream 675 1,083 3
Percentage
Percentage

Voice and video Audience Retent

Percentege by minute and second

Voice and music Day and hour

Day of the week Hour of the day Campaign Impr. Interactions Interaction rate
Friday 21 Funnel with voice and music 558 148 26.52% Average rate Friday Day Imteraction Rate
Friday 3 Funnel with voice and music 26 4 15.38% 4.43% Thursday 3.370%
Friday 7 Funnel with voice and music 30 3 10.00% Friday 4.430%
Friday 12 Funnel with voice and music 75 3 4.00% Saturday 13.840%
Friday 4 Funnel with voice and music 25 1 4.00% Sunday 3.910%
Friday 5 Funnel with voice and music 27 1 3.70%
Friday 20 Funnel with voice and music 1,110 41 3.69%
Friday 6 Funnel with voice and music 29 1 3.45%
Friday 19 Funnel with voice and music 1,318 44 3.34%
Friday 11 Funnel with voice and music 61 2 3.28%
Friday 17 Funnel with voice and music 7,793 256 3.28%
Friday 15 Funnel with voice and music 6,242 202 3.24%
Friday 16 Funnel with voice and music 13,304 417 3.13%
Friday 18 Funnel with voice and music 4,831 148 3.06%
Friday 9 Funnel with voice and music 34 1 2.94%
Friday 13 Funnel with voice and music 88 2 2.27%
Friday 14 Funnel with voice and music 232 5 2.16%
Friday 2 Funnel with voice and music 26 0 0.00%
Friday 1 Funnel with voice and music 19 0 0.00%
Friday 0 Funnel with voice and music 12 0 0.00%
Friday 8 Funnel with voice and music 35 0 0.00%
Friday 10 Funnel with voice and music 39 0 0.00%
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average rate Saturday
Saturday 0 Funnel with voice and music 209 75 35.89% 13.48%
Saturday 23 Funnel with voice and music 136 23 16.91%
Saturday 21 Funnel with voice and music 311 51 16.40%
Saturday 11 Funnel with voice and music 421 67 15.91%
Saturday 13 Funnel with voice and music 515 81 15.73%
Saturday 2 Funnel with voice and music 122 19 15.57%
Saturday 8 Funnel with voice and music 122 19 15.57%
Saturday 7 Funnel with voice and music 108 16 14.81%
Saturday 14 Funnel with voice and music 463 67 14.47%
Saturday 6 Funnel with voice and music 84 12 14.29%
Saturday 9 Funnel with voice and music 196 28 14.29%
Saturday 1 Funnel with voice and music 147 21 14.29%
Saturday 10 Funnel with voice and music 347 49 14.12%
Saturday 4 Funnel with voice and music 83 11 13.25%
Saturday 3 Funnel with voice and music 83 10 12.05%
Saturday 22 Funnel with voice and music 280 30 10.71%
Saturday 12 Funnel with voice and music 389 38 9.77%
Saturday 15 Funnel with voice and music 659 64 9.71%
Saturday 16 Funnel with voice and music 740 70 9.46%
Saturday 5 Funnel with voice and music 96 9 9.38%
Saturday 18 Funnel with voice and music 428 40 9.35%
Saturday 20 Funnel with voice and music 412 38 9.22%
Saturday 17 Funnel with voice and music 455 32 7.03%
Saturday 19 Funnel with voice and music 857 45 5.25%
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average rate Sunday
Sunday 0 Funnel with voice and music 225 18 8.00% 3.91%
Sunday 4 Funnel with voice and music 420 27 6.43%
Sunday 1 Funnel with voice and music 376 22 5.85%
Sunday 18 Funnel with voice and music 789 33 4.18%
Sunday 6 Funnel with voice and music 222 9 4.05%
Sunday 9 Funnel with voice and music 551 22 3.99%
Sunday 3 Funnel with voice and music 753 30 3.98%
Sunday 14 Funnel with voice and music 930 37 3.98%
Sunday 10 Funnel with voice and music 547 21 3.84%
Sunday 7 Funnel with voice and music 469 18 3.84%
Sunday 11 Funnel with voice and music 654 22 3.36%
Sunday 8 Funnel with voice and music 842 28 3.33%
Sunday 13 Funnel with voice and music 981 32 3.26%
Sunday 12 Funnel with voice and music 957 29 3.03%
Sunday 16 Funnel with voice and music 1,487 44 2.96%
Sunday 2 Funnel with voice and music 637 18 2.83%
Sunday 17 Funnel with voice and music 1,412 38 2.69%
Sunday 15 Funnel with voice and music 1,589 42 2.64%
Sunday 5 Funnel with voice and music 254 5 1.97%
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average Rate Thursday
Thursday 23 Funnel with voice and music 330 14 4.24% 3.37%
Thursday 22 Funnel with voice and music 65 2 3.08%
Thursday 21 Funnel with voice and music 72 2 2.78%

Age Voice

Age report
All time
Demographic status Age View rate Ad group Views Impr. Cost highest view rate
Enabled 18 - 24 80.84% Video with voice in stream 135 167 $ 0.52
Enabled 25 - 34 78.76% Video with voice in stream 89 113 $ 0.46
Enabled 35 - 44 69.85% Video with voice in stream 95 136 $ 0.67
Enabled 45 - 54 70.24% Video with voice in stream 59 84 $ 0.45 Lowest view rate
Enabled 55 - 64 67.06% Video with voice in stream 57 85 $ 0.51
Enabled 65+ 63.79% Video with voice in stream 74 116 $ 0.67
Enabled Unknown 55.87% Video with voice in stream 681 1,219 $ 3.59
Enabled 18 - 24 2.41% Discovery video voice 114 4,735 $ 1.14
Enabled 25 - 34 3.02% Discovery video voice 334 11,049 $ 3.34
Enabled 35 - 44 2.71% Discovery video voice 344 12,686 $ 3.44
Enabled 45 - 54 2.75% Discovery video voice 169 6,139 $ 1.69
Enabled 55 - 64 3.12% Discovery video voice 190 6,084 $ 1.90
Enabled 65+ 3.52% Discovery video voice 236 6,703 $ 2.36
Enabled Unknown 2.06% Discovery video voice 198 9,605 $ 1.98
Percentage
Percentage

Device Voice

Device report
All time
Device View rate Level Campaign Impr. Views Cost
Mobile phones 4.20% Campaign funnel analysis voice 38,407 1,614 14
Computers 75.48% Campaign funnel analysis voice 416 314 1
Tablets 4.14% Campaign funnel analysis voice 20,081 831 8
Percentage

Voice Day and hour

All time Day Interaction rate
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average Rate Friday Thursday 3%
Friday 21 funnel analysis voice 942 263 27.92% 4.11% Friday 4%
Friday 4 funnel analysis voice 182 10 5.49% Saturday 20%
Friday 10 funnel analysis voice 173 8 4.62% Sunday 4%
Friday 14 funnel analysis voice 478 22 4.60%
Friday 3 funnel analysis voice 201 8 3.98%
Friday 16 funnel analysis voice 9,408 313 3.33%
Friday 1 funnel analysis voice 97 3 3.09%
Friday 6 funnel analysis voice 162 5 3.09%
Friday 18 funnel analysis voice 4,680 135 2.88%
Friday 20 funnel analysis voice 1,266 36 2.84%
Friday 15 funnel analysis voice 7,312 202 2.76%
Friday 17 funnel analysis voice 6,641 179 2.70%
Friday 12 funnel analysis voice 293 7 2.39%
Friday 13 funnel analysis voice 341 8 2.35%
Friday 19 funnel analysis voice 1,418 31 2.19%
Friday 11 funnel analysis voice 228 5 2.19%
Friday 9 funnel analysis voice 147 3 2.04%
Friday 5 funnel analysis voice 251 5 1.99%
Friday 8 funnel analysis voice 132 2 1.52%
Friday 2 funnel analysis voice 162 2 1.23%
Friday 0 funnel analysis voice 78 0 0.00%
Friday 7 funnel analysis voice 119 0 0.00%
Friday 21 Funnel with voice and music 558 148 26.52%
Friday 3 Funnel with voice and music 26 4 15.38%
Friday 7 Funnel with voice and music 30 3 10.00%
Friday 12 Funnel with voice and music 75 3 4.00%
Friday 4 Funnel with voice and music 25 1 4.00%
Friday 5 Funnel with voice and music 27 1 3.70%
Friday 20 Funnel with voice and music 1,110 41 3.69%
Friday 6 Funnel with voice and music 29 1 3.45%
Friday 19 Funnel with voice and music 1,318 44 3.34%
Friday 11 Funnel with voice and music 61 2 3.28%
Friday 17 Funnel with voice and music 7,793 256 3.28%
Friday 15 Funnel with voice and music 6,242 202 3.24%
Friday 16 Funnel with voice and music 13,304 417 3.13%
Friday 18 Funnel with voice and music 4,831 148 3.06%
Friday 9 Funnel with voice and music 34 1 2.94%
Friday 13 Funnel with voice and music 88 2 2.27%
Friday 14 Funnel with voice and music 232 5 2.16%
Friday 2 Funnel with voice and music 26 0 0.00%
Friday 1 Funnel with voice and music 19 0 0.00%
Friday 0 Funnel with voice and music 12 0 0.00%
Friday 8 Funnel with voice and music 35 0 0.00%
Friday 10 Funnel with voice and music 39 0 0.00%
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average Rate Saturday
Saturday 4 funnel analysis voice 9 5 55.56% 19.55%
Saturday 19 funnel analysis voice 84 39 46.43%
Saturday 6 funnel analysis voice 5 2 40.00%
Saturday 2 funnel analysis voice 55 20 36.36%
Saturday 18 funnel analysis voice 122 43 35.25%
Saturday 1 funnel analysis voice 123 42 34.15%
Saturday 0 funnel analysis voice 357 121 33.89%
Saturday 3 funnel analysis voice 18 6 33.33%
Saturday 5 funnel analysis voice 3 1 33.33%
Saturday 9 funnel analysis voice 27 8 29.63%
Saturday 10 funnel analysis voice 72 19 26.39%
Saturday 11 funnel analysis voice 100 26 26.00%
Saturday 21 funnel analysis voice 273 63 23.08%
Saturday 7 funnel analysis voice 5 1 20.00%
Saturday 12 funnel analysis voice 244 47 19.26%
Saturday 13 funnel analysis voice 457 86 18.82%
Saturday 22 funnel analysis voice 127 20 15.75%
Saturday 14 funnel analysis voice 485 76 15.67%
Saturday 20 funnel analysis voice 291 43 14.78%
Saturday 17 funnel analysis voice 241 32 13.28%
Saturday 23 funnel analysis voice 81 10 12.35%
Saturday 16 funnel analysis voice 464 55 11.85%
Saturday 15 funnel analysis voice 439 46 10.48%
Saturday 8 funnel analysis voice 11 1 9.09%
Saturday 0 Funnel with voice and music 209 75 35.89%
Saturday 23 Funnel with voice and music 136 23 16.91%
Saturday 21 Funnel with voice and music 311 51 16.40%
Saturday 11 Funnel with voice and music 421 67 15.91%
Saturday 13 Funnel with voice and music 515 81 15.73%
Saturday 2 Funnel with voice and music 122 19 15.57%
Saturday 8 Funnel with voice and music 122 19 15.57%
Saturday 7 Funnel with voice and music 108 16 14.81%
Saturday 14 Funnel with voice and music 463 67 14.47%
Saturday 6 Funnel with voice and music 84 12 14.29%
Saturday 9 Funnel with voice and music 196 28 14.29%
Saturday 1 Funnel with voice and music 147 21 14.29%
Saturday 10 Funnel with voice and music 347 49 14.12%
Saturday 4 Funnel with voice and music 83 11 13.25%
Saturday 3 Funnel with voice and music 83 10 12.05%
Saturday 22 Funnel with voice and music 280 30 10.71%
Saturday 12 Funnel with voice and music 389 38 9.77%
Saturday 15 Funnel with voice and music 659 64 9.71%
Saturday 16 Funnel with voice and music 740 70 9.46%
Saturday 5 Funnel with voice and music 96 9 9.38%
Saturday 18 Funnel with voice and music 428 40 9.35%
Saturday 20 Funnel with voice and music 412 38 9.22%
Saturday 17 Funnel with voice and music 455 32 7.03%
Saturday 19 Funnel with voice and music 857 45 5.25%
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average Rate Sunday
Sunday 1 funnel analysis voice 442 32 7.24% 3.99%
Sunday 0 funnel analysis voice 154 11 7.14%
Sunday 6 funnel analysis voice 363 20 5.51%
Sunday 5 funnel analysis voice 469 23 4.90%
Sunday 4 funnel analysis voice 641 30 4.68%
Sunday 8 funnel analysis voice 238 11 4.62%
Sunday 15 funnel analysis voice 574 25 4.36%
Sunday 10 funnel analysis voice 2,399 99 4.13%
Sunday 7 funnel analysis voice 222 9 4.05%
Sunday 2 funnel analysis voice 687 27 3.93%
Sunday 3 funnel analysis voice 918 36 3.92%
Sunday 12 funnel analysis voice 511 20 3.91%
Sunday 9 funnel analysis voice 1,997 76 3.81%
Sunday 11 funnel analysis voice 1,014 37 3.65%
Sunday 13 funnel analysis voice 330 12 3.64%
Sunday 18 funnel analysis voice 910 30 3.30%
Sunday 14 funnel analysis voice 387 12 3.10%
Sunday 17 funnel analysis voice 1,023 29 2.83%
Sunday 16 funnel analysis voice 802 22 2.74%
Sunday 19 funnel analysis voice 2 0 0.00%
Sunday 0 Funnel with voice and music 225 18 8.00%
Sunday 4 Funnel with voice and music 420 27 6.43%
Sunday 1 Funnel with voice and music 376 22 5.85%
Sunday 18 Funnel with voice and music 789 33 4.18%
Sunday 6 Funnel with voice and music 222 9 4.05%
Sunday 9 Funnel with voice and music 551 22 3.99%
Sunday 3 Funnel with voice and music 753 30 3.98%
Sunday 14 Funnel with voice and music 930 37 3.98%
Sunday 10 Funnel with voice and music 547 21 3.84%
Sunday 7 Funnel with voice and music 469 18 3.84%
Sunday 11 Funnel with voice and music 654 22 3.36%
Sunday 8 Funnel with voice and music 842 28 3.33%
Sunday 13 Funnel with voice and music 981 32 3.26%
Sunday 12 Funnel with voice and music 957 29 3.03%
Sunday 16 Funnel with voice and music 1,487 44 2.96%
Sunday 2 Funnel with voice and music 637 18 2.83%
Sunday 17 Funnel with voice and music 1,412 38 2.69%
Sunday 15 Funnel with voice and music 1,589 42 2.64%
Sunday 5 Funnel with voice and music 254 5 1.97%
Day of the week Hour of the day Campaign Impr. Interactions Interaction rate Average rate Thursday
Thursday 23 funnel analysis voice 4,460 100 2.24% 2.66%
Thursday 22 funnel analysis voice 1,024 22 2.15%
Thursday 21 funnel analysis voice 268 4 1.49%
Thursday 23 Funnel with voice and music 330 14 4.24%
Thursday 22 Funnel with voice and music 65 2 3.08%
Thursday 21 Funnel with voice and music 72 2 2.78%

Gender Voice

Gender report
All time
Demographic status Gender View rate Ad group Views Impr. Cost
Enabled Male 76.17% Video with voice in stream 294 386 2
Enabled Female 67.67% Video with voice in stream 247 365 2
Enabled Unknown 55.52% Video with voice in stream 649 1,169 3
Enabled Male 2.64% Discovery video voice 636 24,070 6
Enabled Female 3.08% Discovery video voice 805 26,134 8
Enabled Unknown 2.12% Discovery video voice 144 6,797 1
Percentage
Percentage

Househeld income

Household income report
All time
Demographic status Household income View rate Ad group Views Impr. Cost
Enabled 21 - 30% 78.57% Video with voice in stream 11 14 0
Enabled 11 - 20% 42.86% Video with voice in stream 3 7 0
Enabled Top 10% 84.62% Video with voice in stream 11 13 0
Enabled Lower 50% 62.50% Video with voice in stream 35 56 0
Enabled 41 - 50% 75.00% Video with voice in stream 6 8 0
Enabled Unknown 61.44% Video with voice in stream 1,112 1,810 6
Enabled 31 - 40% 100.00% Video with voice in stream 12 12 0
Enabled 21 - 30% 3.35% Discovery video voice 17 507 0
Enabled 41 - 50% 2.49% Discovery video voice 13 522 0
Enabled Top 10% 3.05% Discovery video voice 20 655 0
Enabled Unknown 2.73% Discovery video voice 1,372 50,341 14
Enabled Lower 50% 3.45% Discovery video voice 138 4,003 1
Enabled 31 - 40% 2.80% Discovery video voice 16 571 0
Enabled 11 - 20% 2.24% Discovery video voice 9 402 0
Percentage
Percentage

Voice Parental

Parental status report
All time
Demographic status Parental status View rate Ad group Views Impr. Cost
Enabled Parent 67.96% Video with voice in stream 140 206 1
Enabled Not a parent 72.60% Video with voice in stream 363 500 2
Enabled Unknown 56.59% Video with voice in stream 687 1,214 3
Enabled Parent 3.11% Discovery video voice 615 19,795 6
Enabled Not a parent 2.70% Discovery video voice 724 26,801 7
Enabled Unknown 2.36% Discovery video voice 246 10,405 2
Percentage
Percentage

Voice Audience Retention

Percentege by minute and second

Youtube Analytics

Youtube

Video video length Views Likes Average view duration (in minutes and seconds) Average percentage viewed Watch time Minutes
Voice 3:48 2,041 80% 0:50 21.930% 1711.00
Voice and video 3:55 2,063 66.7% 0:59 25.106% 2033.00
Voice and Music
Voice
Voice Voice and video
After analyzing the Absolute Audience Retention graph and chart, I can see that the content was not enough engaging to keep the audience more than one minute, that in my case was about 25.9% in the voice video and 21.4% in the voice and music video. As we learned in class, it is very important to create a very engaging and relevant content in the first 5 seconds and try to keep it that way in the rest of the video.

5. Report

To make this report, I used all the tools offered by google analytics and youtube analytics to identify how a campaign did over the other one. I made several charts and graphics to facilitate the understanding of the data I collected. Following I will write about the four main differences that I found across the two videos: 1. The audience retention was very close, I was expecting to have more retention with the voice and music video, that I can realize that because of the content was almost the same I just got a better retention with voice and music but the difference was not huge. 2. In the parental status, I saw the "parents" were more interested in the voice and music video. On the other hand, in just the "voice" video it was not that clear. 3. The age analysis was one of the most interesting aspects of the paper. In the voice video, discovery videos the most interested group was people 65+ and fewer interest people from 18 to 24. In-stream, it was the opposite, less interested were the people 65+ and the most were the people from 25 to 34 years. Now, in the voice video; in the discovery campaign, the most interested were the young people and the less people 65+. In the Instream, most was 65+ and less 18 to 24. I can see the music caused a by impact in the category. 4. Devices: It was clear in both campaigns that computers were the most popular device. 5. In the gender analysis, I saw how in both discovery ads the male was more interested, but in both In-stream, female viewed more. 6. Saturday was the best day, more than 50% of the people viewed both campaigns on Saturday.

6. Learnings

I found this assignment extremely interesting. It opens a whole universe to advertise products from my industry in the future. The main skills I enhanced were: 1. Learn how to analyze and organize data from different sources regarding google ads campaigns. 2. To use data to predict with the first results the success or not of a campaign. 3. I got the skill to compare same content with small differences in the production to understand how the public reacts to changes. 4. Now that I got this knowledge, I'm ready to run a real campaign with the company I'm working to. I am preparing the audiovisual material to run it, targeting the Hispanic population in south Florida.