Tech Solutions -Exploratory Data Analysis

Exploratory Data Analysis Using SQL Functions

Tech Solutions Inc. is a leading technology company specializing in software development and IT consulting services. The company prides itself on delivering innovative solutions to clients across various industries. With a dedicated team of skilled professionals, Tech Solutions has earned a reputation for excellence in the tech industry.

Tech Solutions Inc. has been experiencing a decline in customer satisfaction ratings over the past few months. Customer feedback surveys and support tickets indicate an increase in dissatisfaction among clients. The company is concerned about this trend as it directly impacts customer retention, reputation, and overall business growth.

You are working with the customer support team to provide data to managers to help the company take proactive measures to address these concerns effectively.

Data

The following schema diagram shows the tables available.

idcustomer_idcategorystatuscreation_dateresponse_timeresolution_time
11062Installation ProblemIn Progress2023-01-26T00:00:00.00060 hours
2892Billing enquiryOpen2023-06-18T00:00:00.00030 hours
3433FeedbackOpen2023-08-17T00:00:00.00010 hours
6764Billing enquiryOpen2023-01-16T00:00:00.00030 hours
71144Billing enquiryOpen2023-06-01T00:00:00.00020 hours
8288FeedbackOpen2023-01-22T00:00:00.00020 hours
91495BugIn Progress2023-02-05T00:00:00.00010 hours
101090BugIn Progress2023-05-09T00:00:00.00030 hours
111397FeedbackIn Progress2023-09-17T00:00:00.00020 hours
1254FeedbackOpen2023-09-13T00:00:00.00020 hours
141207BugResolved2023-09-04T00:00:00.00022.41 hours
151256BugIn Progress2023-11-20T00:00:00.00030 hours
16146FeedbackOpen2023-09-08T00:00:00.00010 hours
17455Installation ProblemIn Progress2023-11-07T00:00:00.00070 hours
19950BugIn Progress2023-11-21T00:00:00.00020 hours
21215FeedbackOpen2023-05-22T00:00:00.00020 hours
231379FeedbackOpen2023-07-12T00:00:00.00010 hours
241177BugOpen2023-03-14T00:00:00.00030 hours
281217FeedbackOpen2023-08-16T00:00:00.00020 hours
2933FeedbackOpen2023-10-30T00:00:00.00020 hours
30940Installation ProblemIn Progress2023-09-21T00:00:00.00050 hours
311932Other-2023-09-23T00:00:00.00023.53 hours
341744Installation ProblemIn Progress2023-11-20T00:00:00.00080 hours
36569Billing enquiryOpen2023-05-15T00:00:00.00030 hours
37621Installation ProblemIn Progress2023-04-03T00:00:00.00070 hours
38539FeedbackOpen2023-03-04T00:00:00.00010 hours
411189BugResolved2023-01-20T00:00:00.00073.91 hours
431852Other-2023-11-12T00:00:00.00015.11 hours
451120Billing enquiryOpen2023-02-27T00:00:00.00030 hours
4647FeedbackOpen2023-02-06T00:00:00.00010 hours
471831Installation ProblemIn Progress2023-03-31T00:00:00.00070 hours
491198Installation ProblemIn Progress2023-05-25T00:00:00.00060 hours
51864Billing enquiryOpen2023-04-13T00:00:00.00030 hours
531703Installation ProblemOpen2023-08-24T00:00:00.00060 hours
541480FeedbackOpen2023-09-20T00:00:00.00010 hours
55722BugOpen2023-01-17T00:00:00.00040 hours
56332FeedbackOpen2023-10-13T00:00:00.00010 hours
571449Installation ProblemIn Progress2023-05-28T00:00:00.00060 hours
58665Billing enquiryOpen2023-04-15T00:00:00.00030 hours
61680BugOpen2023-04-19T00:00:00.00020 hours
62358Billing enquiryOpen2023-08-14T00:00:00.00060 hours
6315FeedbackOpen2023-05-02T00:00:00.00010 hours
641922Other-2023-04-13T00:00:00.00033.79 hours
661764Billing enquiryOpen2023-07-07T00:00:00.00040 hours
67654BugOpen2023-04-25T00:00:00.00070 hours
68412FeedbackOpen2023-01-24T00:00:00.00020 hours
69697Billing enquiryIn Progress2023-10-22T00:00:00.00030 hours
711288Installation ProblemResolved2023-01-11T00:00:00.00055.22 hours
72407FeedbackOpen2023-11-11T00:00:00.00010 hours
73235FeedbackOpen2023-10-20T00:00:00.00010 hours
74273BugIn Progress2023-09-25T00:00:00.00020 hours
751831Other-2023-05-06T00:00:00.00044 hours
79278FeedbackOpen2023-07-24T00:00:00.00020 hours
82527FeedbackOpen2023-08-28T00:00:00.00010 hours
83959Bug-2023-06-20T00:00:00.00024.76 hours
85493Installation ProblemIn Progress2023-09-30T00:00:00.00050 hours
871548Bug-2023-01-12T00:00:00.00024.84 hours
89633Billing enquiryOpen2023-10-30T00:00:00.00030 hours
90490Billing enquiryIn Progress2023-04-15T00:00:00.00040 hours
91766Installation ProblemOpen2023-07-27T00:00:00.00070 hours
921754Installation ProblemIn Progress2023-04-18T00:00:00.00070 hours
931355OtherIn Progress2023-02-12T00:00:00.00030 hours
941800OtherResolved2023-09-20T00:00:00.00020.5 hours
951824Bug-2023-05-07T00:00:00.00031.58 hours
96849Billing enquiryIn Progress2023-10-23T00:00:00.00030 hours
100162FeedbackIn Progress2023-05-31T00:00:00.00020 hours
1011796OtherIn Progress2023-11-05T00:00:00.00020 hours
103756FeedbackOpen2023-02-08T00:00:00.00020 hours
105723OtherIn Progress2023-04-01T00:00:00.00020 hours
1061102BugIn Progress2023-07-23T00:00:00.00010 hours
1071091FeedbackIn Progress2023-01-30T00:00:00.00010 hours
110625BugIn Progress2023-11-27T00:00:00.00010 hours
1111743Other-2023-04-28T00:00:00.00022.13 hours
112301Billing enquiryOpen2023-09-14T00:00:00.00030 hours
116931Installation ProblemIn Progress2023-07-13T00:00:00.00090 hours
118699Billing enquiry-2023-02-18T00:00:00.00040.65 hours
119272FeedbackIn Progress2023-05-14T00:00:00.00020 hours
1201810Other-2023-07-26T00:00:00.00023.93 hours
121275Billing enquiryIn Progress2023-05-16T00:00:00.00040 hours
122221FeedbackOpen2023-01-02T00:00:00.00010 hours
123349FeedbackOpen2023-04-14T00:00:00.00020 hours
1281155OtherIn Progress2023-03-29T00:00:00.00030 hours
1291825BugIn Progress2023-10-02T00:00:00.00020 hours
1341923OtherIn Progress2023-01-01T00:00:00.00020 hours
136750FeedbackOpen2023-06-30T00:00:00.00020 hours
139645Billing enquiryOpen2023-09-24T00:00:00.00030 hours
141939Billing enquiryOpen2023-10-14T00:00:00.00030 hours
1421143Installation ProblemIn Progress2023-03-06T00:00:00.00050 hours
14345FeedbackOpen2023-11-28T00:00:00.00010 hours
146742BugOpen2023-08-14T00:00:00.00020 hours
1481409Installation Problem-2023-03-30T00:00:00.00065.64 hours
149518FeedbackOpen2023-05-31T00:00:00.00010 hours
1501405OtherResolved2023-04-30T00:00:00.00025.02 hours
1521795Installation ProblemIn Progress2023-08-14T00:00:00.00070 hours
154507Billing enquiryOpen2023-01-31T00:00:00.00030 hours
156742Installation ProblemOpen2023-05-11T00:00:00.00060 hours
15818FeedbackOpen2023-05-10T00:00:00.00020 hours
159858BugOpen2023-07-20T00:00:00.00040 hours
16079FeedbackOpen2023-11-08T00:00:00.00020 hours
16143FeedbackOpen2023-05-11T00:00:00.00010 hours
1631384Installation ProblemOpen2023-01-04T00:00:00.00060 hours
164869Billing enquiryOpen2023-03-04T00:00:00.00030 hours
1651879Installation ProblemResolved2023-05-20T00:00:00.00054.41 hours
1661722Installation ProblemIn Progress2023-11-26T00:00:00.00060 hours
167696Installation ProblemOpen2023-05-10T00:00:00.00060 hours
1691525Installation ProblemIn Progress2023-06-24T00:00:00.00060 hours
170923FeedbackOpen2023-10-13T00:00:00.00020 hours
1721957Installation ProblemResolved2023-11-10T00:00:00.00051.33 hours
174774Billing enquiryIn Progress2023-01-16T00:00:00.00030 hours
1761962Other-2023-08-30T00:00:00.00011.75 hours
1771703Bug-2023-04-29T00:00:00.00020.98 hours
178508OtherIn Progress2023-08-04T00:00:00.00020 hours
179200FeedbackOpen2023-11-10T00:00:00.00010 hours
180639FeedbackOpen2023-01-24T00:00:00.00010 hours
1811986Installation ProblemResolved2023-04-07T00:00:00.00070.64 hours
1821137Billing enquiryIn Progress2023-03-11T00:00:00.00030 hours
183467FeedbackOpen2023-01-12T00:00:00.00010 hours
1841620OtherIn Progress2023-01-19T00:00:00.00020 hours
185103FeedbackOpen2023-11-04T00:00:00.00020 hours
1861087Billing enquiryIn Progress2023-11-09T00:00:00.00040 hours
188493Billing enquiryIn Progress2023-05-20T00:00:00.00030 hours
1891205BugOpen2023-02-07T00:00:00.00020 hours
1921668BugResolved2023-09-23T00:00:00.00032.88 hours
193686FeedbackOpen2023-05-09T00:00:00.00010 hours
1941832OtherResolved2023-09-21T00:00:00.00022.44 hours
19582Billing enquiryOpen2023-03-16T00:00:00.00030 hours
19864FeedbackOpen2023-06-11T00:00:00.00020 hours
2001418Installation ProblemIn Progress2023-10-12T00:00:00.00060 hours
201624Billing enquiryOpen2023-01-06T00:00:00.00030 hours
203235FeedbackOpen2023-04-01T00:00:00.00010 hours
20429FeedbackOpen2023-09-08T00:00:00.00020 hours
206408FeedbackOpen2023-03-22T00:00:00.00010 hours
2091128Installation ProblemOpen2023-05-21T00:00:00.00060 hours
2101840Installation ProblemIn Progress2023-10-11T00:00:00.00070 hours
2121914Other-2023-08-27T00:00:00.00023.12 hours
21331FeedbackOpen2023-06-26T00:00:00.00010 hours
2151191Billing enquiryIn Progress2023-10-04T00:00:00.00050 hours
216798FeedbackOpen2023-06-30T00:00:00.00010 hours
21827FeedbackOpen2023-08-20T00:00:00.00020 hours
21988FeedbackOpen2023-04-17T00:00:00.00010 hours
2201644BugIn Progress2023-09-10T00:00:00.00010 hours
2211728Installation ProblemIn Progress2023-08-18T00:00:00.00050 hours
222736FeedbackOpen2023-07-31T00:00:00.00010 hours
223897Billing enquiryIn Progress2023-07-01T00:00:00.00040 hours
2241722Installation ProblemIn Progress2023-03-22T00:00:00.00050 hours
225767BugOpen2023-08-24T00:00:00.00090 hours
22684FeedbackOpen2023-05-07T00:00:00.00010 hours
228896BugOpen2023-08-02T00:00:00.00010 hours
229324Billing enquiryOpen2023-06-27T00:00:00.00030 hours
232794Billing enquiryOpen2023-03-07T00:00:00.00030 hours
235782BugIn Progress2023-01-11T00:00:00.00020 hours
23644FeedbackOpen2023-10-20T00:00:00.00010 hours
2381823Other-2023-03-27T00:00:00.00025.56 hours
239776BugIn Progress2023-04-12T00:00:00.00020 hours
240346FeedbackOpen2023-11-13T00:00:00.00010 hours
241747BugIn Progress2023-04-18T00:00:00.00020 hours
2421863Other-2023-09-26T00:00:00.00022.35 hours
2431551OtherResolved2023-11-12T00:00:00.00022.66 hours
2451021BugIn Progress2023-10-20T00:00:00.00020 hours
247125FeedbackOpen2023-02-11T00:00:00.00010 hours
250931Billing enquiryOpen2023-01-06T00:00:00.00020 hours
2521264BugOpen2023-07-29T00:00:00.00020 hours
254853FeedbackOpen2023-03-16T00:00:00.00020 hours
2551560BugOpen2023-05-28T00:00:00.00030 hours
256610FeedbackIn Progress2023-07-08T00:00:00.00010 hours
2581500OtherResolved2023-01-30T00:00:00.00012.96 hours
259186FeedbackOpen2023-09-28T00:00:00.00020 hours
2601021FeedbackIn Progress2023-03-11T00:00:00.00010 hours
26121FeedbackOpen2023-10-07T00:00:00.00010 hours
2631452Billing enquiryIn Progress2023-08-10T00:00:00.00030 hours
264894BugIn Progress2023-06-17T00:00:00.00050 hours
265488Billing enquiryOpen2023-02-09T00:00:00.00040 hours
266989Installation ProblemOpen2023-11-15T00:00:00.00060 hours
267853Installation ProblemIn Progress2023-07-30T00:00:00.00060 hours
2681907Installation ProblemIn Progress2023-06-28T00:00:00.00060 hours
269513Installation ProblemResolved2023-06-30T00:00:00.00051.79 hours
2711347Installation ProblemOpen2023-10-01T00:00:00.00090 hours
2721836BugOpen2023-04-13T00:00:00.00010 hours
2741898Installation ProblemIn Progress2023-07-02T00:00:00.00050 hours
278481FeedbackOpen2023-06-01T00:00:00.00010 hours
27934FeedbackOpen2023-04-07T00:00:00.00020 hours
2801011BugOpen2023-07-27T00:00:00.00020 hours
2821307OtherResolved2023-09-17T00:00:00.00025.38 hours
283327BugOpen2023-10-29T00:00:00.00040 hours
284259FeedbackIn Progress2023-02-20T00:00:00.00020 hours
285516BugOpen2023-08-17T00:00:00.00010 hours
286162FeedbackOpen2023-05-21T00:00:00.00010 hours
2871010Installation ProblemIn Progress2023-05-16T00:00:00.00060 hours
288917FeedbackOpen2023-04-30T00:00:00.00010 hours
2891377BugIn Progress2023-02-14T00:00:00.00010 hours
290705BugIn Progress2023-09-23T00:00:00.00020 hours
292436FeedbackIn Progress2023-05-12T00:00:00.00010 hours
293990BugOpen2023-10-21T00:00:00.00020 hours
297703Billing enquiryOpen2023-05-25T00:00:00.00030 hours
299145Billing enquiryOpen2023-09-22T00:00:00.00040 hours
300908Billing enquiryOpen2023-07-15T00:00:00.00030 hours
3011450Installation ProblemIn Progress2023-10-13T00:00:00.00060 hours
3041767Installation Problem-2023-08-12T00:00:00.00053.26 hours
305580FeedbackOpen2023-03-28T00:00:00.00020 hours
3061882Installation Problem-2023-10-11T00:00:00.00063.3 hours
308453FeedbackOpen2023-07-10T00:00:00.00010 hours
3091772Installation ProblemResolved2023-08-15T00:00:00.00053.14 hours
312838Billing enquiryOpen2023-07-27T00:00:00.00040 hours
313831FeedbackResolved2023-04-13T00:00:00.00020.7 hours
3141157BugIn Progress2023-04-01T00:00:00.00010 hours
3171342Billing enquiryOpen2023-04-09T00:00:00.00030 hours
319117FeedbackOpen2023-03-29T00:00:00.00010 hours
3201511OtherOpen2023-06-11T00:00:00.00020 hours
3211766Installation ProblemOpen2023-06-12T00:00:00.000100 hours
3221537OtherIn Progress2023-03-20T00:00:00.00020 hours
3231696FeedbackIn Progress2023-06-16T00:00:00.00020 hours
324880Billing enquiryOpen2023-04-07T00:00:00.00040 hours
325879BugOpen2023-01-25T00:00:00.00030 hours
3261751BugIn Progress2023-04-22T00:00:00.00020 hours
328120FeedbackOpen2023-06-12T00:00:00.00010 hours
330745BugIn Progress2023-05-24T00:00:00.00010 hours
331694FeedbackOpen2023-07-07T00:00:00.00020 hours
33279Billing enquiryOpen2023-07-31T00:00:00.00030 hours
3351129Installation ProblemResolved2023-03-13T00:00:00.00084.93 hours
3381368BugOpen2023-10-14T00:00:00.00030 hours
3391257Installation ProblemIn Progress2023-01-16T00:00:00.00050 hours
3401585FeedbackIn Progress2023-02-25T00:00:00.00020 hours
341494FeedbackOpen2023-05-21T00:00:00.00010 hours
3431458Billing enquiryOpen2023-06-19T00:00:00.00030 hours
344617BugOpen2023-11-23T00:00:00.00030 hours
3451374BugOpen2023-02-15T00:00:00.000130 hours
3461220OtherIn Progress2023-08-24T00:00:00.00020 hours
3471332Billing enquiry-2023-08-09T00:00:00.00031.3 hours
349295BugIn Progress2023-08-14T00:00:00.00010 hours
3501374BugIn Progress2023-11-24T00:00:00.00010 hours
351274FeedbackOpen2023-05-10T00:00:00.00020 hours
3521582Installation ProblemIn Progress2023-08-21T00:00:00.000100 hours
353447FeedbackIn Progress2023-09-14T00:00:00.00010 hours
356902BugOpen2023-08-30T00:00:00.00020 hours
3571587Installation Problem-2023-08-11T00:00:00.00082.76 hours
358800FeedbackOpen2023-06-25T00:00:00.00020 hours
3591139BugOpen2023-07-12T00:00:00.00020 hours
360108FeedbackOpen2023-09-19T00:00:00.00020 hours
361664Billing enquiryOpen2023-08-10T00:00:00.00040 hours
3631676Installation ProblemIn Progress2023-07-04T00:00:00.00060 hours
3641358BugIn Progress2023-10-13T00:00:00.00050 hours
366635Billing enquiryOpen2023-08-02T00:00:00.00030 hours
3681569Installation Problem-2023-04-06T00:00:00.00064.7 hours
369168FeedbackOpen2023-09-03T00:00:00.00020 hours
37236FeedbackOpen2023-04-01T00:00:00.00020 hours
3761744BugIn Progress2023-01-11T00:00:00.00030 hours
3781836Other-2023-01-23T00:00:00.00023.35 hours
3791146FeedbackIn Progress2023-03-31T00:00:00.00020 hours
381654Billing enquiryOpen2023-01-08T00:00:00.00030 hours
3831167Billing enquiryOpen2023-02-22T00:00:00.00030 hours
3841926Installation ProblemIn Progress2023-11-26T00:00:00.00050 hours
3851722OtherIn Progress2023-01-05T00:00:00.00020 hours
3861582Other-2023-09-14T00:00:00.00034.07 hours
3881950Installation ProblemIn Progress2023-07-05T00:00:00.00090 hours
389821Installation ProblemOpen2023-07-17T00:00:00.00050 hours
390698Installation ProblemIn Progress2023-08-17T00:00:00.00060 hours
393640FeedbackIn Progress2023-07-03T00:00:00.00020 hours
3941950Installation ProblemResolved2023-04-18T00:00:00.00054.85 hours
39576FeedbackOpen2023-02-10T00:00:00.00020 hours
3981887Installation ProblemIn Progress2023-10-15T00:00:00.00070 hours
4001726OtherResolved2023-05-14T00:00:00.00031.72 hours
4031872OtherOpen2023-01-18T00:00:00.00020 hours
4041458Billing enquiryOpen2023-07-14T00:00:00.00030 hours
4051092OtherOpen2023-11-02T00:00:00.00020 hours
408222FeedbackOpen2023-09-06T00:00:00.00020 hours
411269Billing enquiryOpen2023-06-17T00:00:00.00030 hours
4121477Billing enquiryOpen2023-09-26T00:00:00.00040 hours
413286FeedbackOpen2023-02-06T00:00:00.00020 hours
4141213Installation Problem-2023-08-28T00:00:00.00053.56 hours
416851Billing enquiryIn Progress2023-02-19T00:00:00.00030 hours
418108FeedbackOpen2023-01-25T00:00:00.00020 hours
4191773Billing enquiryIn Progress2023-10-01T00:00:00.00040 hours
4201948Installation Problem-2023-11-25T00:00:00.00072.35 hours
4211092FeedbackOpen2023-09-21T00:00:00.00010 hours
4251574OtherIn Progress2023-05-06T00:00:00.00020 hours
426834BugOpen2023-05-05T00:00:00.00020 hours
4271658Billing enquiryIn Progress2023-01-17T00:00:00.00030 hours
428341FeedbackOpen2023-02-10T00:00:00.00010 hours
4291035BugOpen2023-11-03T00:00:00.00040 hours
430325FeedbackOpen2023-01-02T00:00:00.00020 hours
431875BugOpen2023-02-12T00:00:00.00020 hours
43259FeedbackOpen2023-11-04T00:00:00.00010 hours
4341221Billing enquiryOpen2023-02-27T00:00:00.00030 hours
4351555Bug-2023-09-25T00:00:00.00021.75 hours
436967BugIn Progress2023-03-17T00:00:00.00030 hours
437922FeedbackOpen2023-06-25T00:00:00.00010 hours
438641Billing enquiryResolved2023-05-28T00:00:00.00030.14 hours
439344FeedbackOpen2023-03-30T00:00:00.00020 hours
4421967Other-2023-06-08T00:00:00.00025.89 hours
44318FeedbackOpen2023-08-08T00:00:00.00010 hours
4461487Installation ProblemIn Progress2023-03-29T00:00:00.00050 hours
4471149Billing enquiryIn Progress2023-02-08T00:00:00.00030 hours
448904FeedbackOpen2023-02-25T00:00:00.00020 hours
449116Billing enquiryOpen2023-02-21T00:00:00.00030 hours
4501886Billing enquiryIn Progress2023-02-08T00:00:00.00030 hours
451292Billing enquiryOpen2023-02-09T00:00:00.00040 hours
4531310Billing enquiryIn Progress2023-08-16T00:00:00.00030 hours
454319BugOpen2023-10-13T00:00:00.00020 hours
455659Billing enquiryResolved2023-01-12T00:00:00.00033.61 hours
456654Billing enquiryOpen2023-09-23T00:00:00.00030 hours
4571014Billing enquiryOpen2023-06-26T00:00:00.00030 hours
459710FeedbackOpen2023-10-16T00:00:00.00010 hours
460557Bug-2023-07-22T00:00:00.00044.59 hours
4621030FeedbackOpen2023-07-05T00:00:00.00020 hours
463109Billing enquiryOpen2023-09-26T00:00:00.00030 hours
464825Installation ProblemIn Progress2023-07-23T00:00:00.00060 hours
4651639Installation ProblemIn Progress2023-01-03T00:00:00.000170 hours
4671639Installation ProblemOpen2023-11-10T00:00:00.00070 hours
469588FeedbackOpen2023-08-14T00:00:00.00010 hours
470446FeedbackOpen2023-08-01T00:00:00.00010 hours
4731178Installation Problem-2023-02-28T00:00:00.00073.55 hours
4741298FeedbackOpen2023-08-20T00:00:00.00020 hours
4781154Billing enquiryOpen2023-07-21T00:00:00.00030 hours
4801563Billing enquiryIn Progress2023-01-24T00:00:00.00040 hours
481227FeedbackOpen2023-10-19T00:00:00.00010 hours
486317FeedbackIn Progress2023-10-04T00:00:00.00020 hours
4871FeedbackOpen2023-11-14T00:00:00.00020 hours
488594FeedbackOpen2023-10-05T00:00:00.00020 hours
4901663Other-2023-06-26T00:00:00.00021.31 hours
4911925OtherIn Progress2023-06-27T00:00:00.00030 hours
4931520BugIn Progress2023-02-09T00:00:00.00020 hours
494653FeedbackIn Progress2023-10-25T00:00:00.00020 hours
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496263Billing enquiryOpen2023-03-17T00:00:00.00030 hours
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29151282Billing enquiryOpen2023-08-10T00:00:00.00020 hours
29161315BugIn Progress2023-09-15T00:00:00.00030 hours
29191179BugIn Progress2023-02-18T00:00:00.00030 hours
2920832FeedbackOpen2023-07-16T00:00:00.00020 hours
29211FeedbackOpen2023-06-05T00:00:00.00010 hours
2922469FeedbackOpen2023-02-14T00:00:00.00010 hours
29231227Installation ProblemIn Progress2023-04-27T00:00:00.00050 hours
2924794FeedbackIn Progress2023-05-24T00:00:00.00010 hours
292591Billing enquiryOpen2023-01-18T00:00:00.00030 hours
29261426OtherIn Progress2023-09-12T00:00:00.00020 hours
2927239FeedbackOpen2023-03-08T00:00:00.00010 hours
29301097Installation ProblemIn Progress2023-04-06T00:00:00.00050 hours
2932655Billing enquiryIn Progress2023-03-21T00:00:00.00020 hours
29331771Installation ProblemOpen2023-08-13T00:00:00.00070 hours
29351343Billing enquiryOpen2023-07-12T00:00:00.00030 hours
2936449FeedbackOpen2023-06-08T00:00:00.00010 hours
2937707Billing enquiryOpen2023-04-30T00:00:00.00020 hours
2938905FeedbackOpen2023-03-05T00:00:00.00010 hours
2939205FeedbackOpen2023-09-08T00:00:00.00010 hours
29421071Billing enquiryIn Progress2023-11-18T00:00:00.00030 hours
29431645Billing enquiryOpen2023-05-11T00:00:00.00040 hours
2944499BugOpen2023-11-28T00:00:00.00020 hours
294543FeedbackOpen2023-10-25T00:00:00.00020 hours
29481274FeedbackIn Progress2023-11-18T00:00:00.00010 hours
2951719Billing enquiryOpen2023-03-31T00:00:00.00030 hours
2953136FeedbackOpen2023-08-31T00:00:00.00010 hours
29541494Billing enquiryIn Progress2023-01-28T00:00:00.00030 hours
29581568Other-2023-11-25T00:00:00.00035.21 hours
29621934OtherIn Progress2023-11-15T00:00:00.00020 hours
29641116BugOpen2023-01-01T00:00:00.00020 hours
29651687OtherIn Progress2023-03-30T00:00:00.00020 hours
2966321FeedbackOpen2023-11-07T00:00:00.00020 hours
2967789FeedbackOpen2023-11-25T00:00:00.00020 hours
29691668Installation Problem-2023-10-05T00:00:00.00062.42 hours
2971404FeedbackOpen2023-07-20T00:00:00.00020 hours
29721853BugIn Progress2023-09-18T00:00:00.00010 hours
2974720FeedbackOpen2023-05-26T00:00:00.00020 hours
29751363Billing enquiryIn Progress2023-10-25T00:00:00.00030 hours
2976629BugOpen2023-06-23T00:00:00.00010 hours
29771937Installation ProblemResolved2023-08-06T00:00:00.00082.88 hours
29781954Other-2023-03-07T00:00:00.00033.8 hours
2980838FeedbackOpen2023-01-17T00:00:00.00010 hours
2982404Billing enquiryOpen2023-02-14T00:00:00.00040 hours
29831048Billing enquiryResolved2023-01-18T00:00:00.00041.34 hours
29841407Billing enquiryIn Progress2023-01-27T00:00:00.00030 hours
2985987FeedbackOpen2023-11-12T00:00:00.00010 hours
2988279FeedbackOpen2023-01-08T00:00:00.00020 hours
29891539Installation ProblemResolved2023-10-27T00:00:00.00062.94 hours
29921000Billing enquiryIn Progress2023-09-08T00:00:00.00030 hours
29931034Billing enquiryOpen2023-09-05T00:00:00.00040 hours
29941459Installation ProblemOpen2023-10-28T00:00:00.00050 hours
29951091Billing enquiry-2023-10-01T00:00:00.00033.93 hours
29961024BugIn Progress2023-07-31T00:00:00.00010 hours
29971105Installation ProblemIn Progress2023-02-06T00:00:00.00050 hours
29981608BugIn Progress2023-06-10T00:00:00.00030 hours
30001087Installation ProblemOpen2023-02-15T00:00:00.00080 hours

Task 1

Before you can start any analysis, you need to confirm that the data is accurate and reflects what you expect to see.

It is known that there are some issues with the support table, and the data team have provided the following data description.

Write a query to return data matching this description. You must match all column names and description criteria.

Column NameCriteria
idDiscrete. The unique identifier of the support ticket.
Missing values are not possible due to the database structure.
customer_idDiscrete. The unique identifier of the customer.
Missing values should be replaced with 0.
categoryNominal. The gategory of the support request, can be one of Feedback, Billing Enquiry, Bug, Installation Problem, Other.
Missing values should be replaced with Other.
statusNominal. The current status of the support ticket, one of Open, In Progress or Resolved.
Missing values should be replaced with ‘Resolved’.
creation_dateDiscrete. The date the ticket was created. Can be any date in 2023.
Missing values should be replaced with 2023-01-01.
response_timeDiscrete. The number of days taken to respond to the support ticket.
Missing values should be replaced with 0.
resolution_timeContinuos. The number of hours taken to resolve the support ticket, rounded to 2 decimal places.
Missing values should be replaced with 0.

Solution For Task 1

idcustomer_idcategorystatuscreation_dateresponse_timeresolution_time
11062Installation ProblemIn Progress2023-01-26T00:00:00.00060
2892Billing EnquiryOpen2023-06-18T00:00:00.00030
3433FeedbackOpen2023-08-17T00:00:00.00010
6764Billing EnquiryOpen2023-01-16T00:00:00.00030
71144Billing EnquiryOpen2023-06-01T00:00:00.00020
8288FeedbackOpen2023-01-22T00:00:00.00020
91495BugIn Progress2023-02-05T00:00:00.00010
101090BugIn Progress2023-05-09T00:00:00.00030
111397FeedbackIn Progress2023-09-17T00:00:00.00020
1254FeedbackOpen2023-09-13T00:00:00.00020
141207BugResolved2023-09-04T00:00:00.00022.41
151256BugIn Progress2023-11-20T00:00:00.00030
16146FeedbackOpen2023-09-08T00:00:00.00010
17455Installation ProblemIn Progress2023-11-07T00:00:00.00070
19950BugIn Progress2023-11-21T00:00:00.00020
21215FeedbackOpen2023-05-22T00:00:00.00020
231379FeedbackOpen2023-07-12T00:00:00.00010
241177BugOpen2023-03-14T00:00:00.00030
281217FeedbackOpen2023-08-16T00:00:00.00020
2933FeedbackOpen2023-10-30T00:00:00.00020
30940Installation ProblemIn Progress2023-09-21T00:00:00.00050
311932OtherResolved2023-09-23T00:00:00.00023.53
341744Installation ProblemIn Progress2023-11-20T00:00:00.00080
36569Billing EnquiryOpen2023-05-15T00:00:00.00030
37621Installation ProblemIn Progress2023-04-03T00:00:00.00070
38539FeedbackOpen2023-03-04T00:00:00.00010
411189BugResolved2023-01-20T00:00:00.00073.91
431852OtherResolved2023-11-12T00:00:00.00015.11
451120Billing EnquiryOpen2023-02-27T00:00:00.00030
4647FeedbackOpen2023-02-06T00:00:00.00010
471831Installation ProblemIn Progress2023-03-31T00:00:00.00070
491198Installation ProblemIn Progress2023-05-25T00:00:00.00060
51864Billing EnquiryOpen2023-04-13T00:00:00.00030
531703Installation ProblemOpen2023-08-24T00:00:00.00060
541480FeedbackOpen2023-09-20T00:00:00.00010
55722BugOpen2023-01-17T00:00:00.00040
56332FeedbackOpen2023-10-13T00:00:00.00010
571449Installation ProblemIn Progress2023-05-28T00:00:00.00060
58665Billing EnquiryOpen2023-04-15T00:00:00.00030
61680BugOpen2023-04-19T00:00:00.00020
62358Billing EnquiryOpen2023-08-14T00:00:00.00060
6315FeedbackOpen2023-05-02T00:00:00.00010
641922OtherResolved2023-04-13T00:00:00.00033.79
661764Billing EnquiryOpen2023-07-07T00:00:00.00040
67654BugOpen2023-04-25T00:00:00.00070
68412FeedbackOpen2023-01-24T00:00:00.00020
69697Billing EnquiryIn Progress2023-10-22T00:00:00.00030
711288Installation ProblemResolved2023-01-11T00:00:00.00055.22
72407FeedbackOpen2023-11-11T00:00:00.00010
73235FeedbackOpen2023-10-20T00:00:00.00010
74273BugIn Progress2023-09-25T00:00:00.00020
751831OtherResolved2023-05-06T00:00:00.00044
79278FeedbackOpen2023-07-24T00:00:00.00020
82527FeedbackOpen2023-08-28T00:00:00.00010
83959BugResolved2023-06-20T00:00:00.00024.76
85493Installation ProblemIn Progress2023-09-30T00:00:00.00050
871548BugResolved2023-01-12T00:00:00.00024.84
89633Billing EnquiryOpen2023-10-30T00:00:00.00030
90490Billing EnquiryIn Progress2023-04-15T00:00:00.00040
91766Installation ProblemOpen2023-07-27T00:00:00.00070
921754Installation ProblemIn Progress2023-04-18T00:00:00.00070
931355OtherIn Progress2023-02-12T00:00:00.00030
941800OtherResolved2023-09-20T00:00:00.00020.5
951824BugResolved2023-05-07T00:00:00.00031.58
96849Billing EnquiryIn Progress2023-10-23T00:00:00.00030
100162FeedbackIn Progress2023-05-31T00:00:00.00020
1011796OtherIn Progress2023-11-05T00:00:00.00020
103756FeedbackOpen2023-02-08T00:00:00.00020
105723OtherIn Progress2023-04-01T00:00:00.00020
1061102BugIn Progress2023-07-23T00:00:00.00010
1071091FeedbackIn Progress2023-01-30T00:00:00.00010
110625BugIn Progress2023-11-27T00:00:00.00010
1111743OtherResolved2023-04-28T00:00:00.00022.13
112301Billing EnquiryOpen2023-09-14T00:00:00.00030
116931Installation ProblemIn Progress2023-07-13T00:00:00.00090
118699Billing EnquiryResolved2023-02-18T00:00:00.00040.65
119272FeedbackIn Progress2023-05-14T00:00:00.00020
1201810OtherResolved2023-07-26T00:00:00.00023.93
121275Billing EnquiryIn Progress2023-05-16T00:00:00.00040
122221FeedbackOpen2023-01-02T00:00:00.00010
123349FeedbackOpen2023-04-14T00:00:00.00020
1281155OtherIn Progress2023-03-29T00:00:00.00030
1291825BugIn Progress2023-10-02T00:00:00.00020
1341923OtherIn Progress2023-01-01T00:00:00.00020
136750FeedbackOpen2023-06-30T00:00:00.00020
139645Billing EnquiryOpen2023-09-24T00:00:00.00030
141939Billing EnquiryOpen2023-10-14T00:00:00.00030
1421143Installation ProblemIn Progress2023-03-06T00:00:00.00050
14345FeedbackOpen2023-11-28T00:00:00.00010
146742BugOpen2023-08-14T00:00:00.00020
1481409Installation ProblemResolved2023-03-30T00:00:00.00065.64
149518FeedbackOpen2023-05-31T00:00:00.00010
1501405OtherResolved2023-04-30T00:00:00.00025.02
1521795Installation ProblemIn Progress2023-08-14T00:00:00.00070
154507Billing EnquiryOpen2023-01-31T00:00:00.00030
156742Installation ProblemOpen2023-05-11T00:00:00.00060
15818FeedbackOpen2023-05-10T00:00:00.00020
159858BugOpen2023-07-20T00:00:00.00040
16079FeedbackOpen2023-11-08T00:00:00.00020
16143FeedbackOpen2023-05-11T00:00:00.00010
1631384Installation ProblemOpen2023-01-04T00:00:00.00060
164869Billing EnquiryOpen2023-03-04T00:00:00.00030
1651879Installation ProblemResolved2023-05-20T00:00:00.00054.41
1661722Installation ProblemIn Progress2023-11-26T00:00:00.00060
167696Installation ProblemOpen2023-05-10T00:00:00.00060
1691525Installation ProblemIn Progress2023-06-24T00:00:00.00060
170923FeedbackOpen2023-10-13T00:00:00.00020
1721957Installation ProblemResolved2023-11-10T00:00:00.00051.33
174774Billing EnquiryIn Progress2023-01-16T00:00:00.00030
1761962OtherResolved2023-08-30T00:00:00.00011.75
1771703BugResolved2023-04-29T00:00:00.00020.98
178508OtherIn Progress2023-08-04T00:00:00.00020
179200FeedbackOpen2023-11-10T00:00:00.00010
180639FeedbackOpen2023-01-24T00:00:00.00010
1811986Installation ProblemResolved2023-04-07T00:00:00.00070.64
1821137Billing EnquiryIn Progress2023-03-11T00:00:00.00030
183467FeedbackOpen2023-01-12T00:00:00.00010
1841620OtherIn Progress2023-01-19T00:00:00.00020
185103FeedbackOpen2023-11-04T00:00:00.00020
1861087Billing EnquiryIn Progress2023-11-09T00:00:00.00040
188493Billing EnquiryIn Progress2023-05-20T00:00:00.00030
1891205BugOpen2023-02-07T00:00:00.00020
1921668BugResolved2023-09-23T00:00:00.00032.88
193686FeedbackOpen2023-05-09T00:00:00.00010
1941832OtherResolved2023-09-21T00:00:00.00022.44
19582Billing EnquiryOpen2023-03-16T00:00:00.00030
19864FeedbackOpen2023-06-11T00:00:00.00020
2001418Installation ProblemIn Progress2023-10-12T00:00:00.00060
201624Billing EnquiryOpen2023-01-06T00:00:00.00030
203235FeedbackOpen2023-04-01T00:00:00.00010
20429FeedbackOpen2023-09-08T00:00:00.00020
206408FeedbackOpen2023-03-22T00:00:00.00010
2091128Installation ProblemOpen2023-05-21T00:00:00.00060
2101840Installation ProblemIn Progress2023-10-11T00:00:00.00070
2121914OtherResolved2023-08-27T00:00:00.00023.12
21331FeedbackOpen2023-06-26T00:00:00.00010
2151191Billing EnquiryIn Progress2023-10-04T00:00:00.00050
216798FeedbackOpen2023-06-30T00:00:00.00010
21827FeedbackOpen2023-08-20T00:00:00.00020
21988FeedbackOpen2023-04-17T00:00:00.00010
2201644BugIn Progress2023-09-10T00:00:00.00010
2211728Installation ProblemIn Progress2023-08-18T00:00:00.00050
222736FeedbackOpen2023-07-31T00:00:00.00010
223897Billing EnquiryIn Progress2023-07-01T00:00:00.00040
2241722Installation ProblemIn Progress2023-03-22T00:00:00.00050
225767BugOpen2023-08-24T00:00:00.00090
22684FeedbackOpen2023-05-07T00:00:00.00010
228896BugOpen2023-08-02T00:00:00.00010
229324Billing EnquiryOpen2023-06-27T00:00:00.00030
232794Billing EnquiryOpen2023-03-07T00:00:00.00030
235782BugIn Progress2023-01-11T00:00:00.00020
23644FeedbackOpen2023-10-20T00:00:00.00010
2381823OtherResolved2023-03-27T00:00:00.00025.56
239776BugIn Progress2023-04-12T00:00:00.00020
240346FeedbackOpen2023-11-13T00:00:00.00010
241747BugIn Progress2023-04-18T00:00:00.00020
2421863OtherResolved2023-09-26T00:00:00.00022.35
2431551OtherResolved2023-11-12T00:00:00.00022.66
2451021BugIn Progress2023-10-20T00:00:00.00020
247125FeedbackOpen2023-02-11T00:00:00.00010
250931Billing EnquiryOpen2023-01-06T00:00:00.00020
2521264BugOpen2023-07-29T00:00:00.00020
254853FeedbackOpen2023-03-16T00:00:00.00020
2551560BugOpen2023-05-28T00:00:00.00030
256610FeedbackIn Progress2023-07-08T00:00:00.00010
2581500OtherResolved2023-01-30T00:00:00.00012.96
259186FeedbackOpen2023-09-28T00:00:00.00020
2601021FeedbackIn Progress2023-03-11T00:00:00.00010
26121FeedbackOpen2023-10-07T00:00:00.00010
2631452Billing EnquiryIn Progress2023-08-10T00:00:00.00030
264894BugIn Progress2023-06-17T00:00:00.00050
265488Billing EnquiryOpen2023-02-09T00:00:00.00040
266989Installation ProblemOpen2023-11-15T00:00:00.00060
267853Installation ProblemIn Progress2023-07-30T00:00:00.00060
2681907Installation ProblemIn Progress2023-06-28T00:00:00.00060
269513Installation ProblemResolved2023-06-30T00:00:00.00051.79
2711347Installation ProblemOpen2023-10-01T00:00:00.00090
2721836BugOpen2023-04-13T00:00:00.00010
2741898Installation ProblemIn Progress2023-07-02T00:00:00.00050
278481FeedbackOpen2023-06-01T00:00:00.00010
27934FeedbackOpen2023-04-07T00:00:00.00020
2801011BugOpen2023-07-27T00:00:00.00020
2821307OtherResolved2023-09-17T00:00:00.00025.38
283327BugOpen2023-10-29T00:00:00.00040
284259FeedbackIn Progress2023-02-20T00:00:00.00020
285516BugOpen2023-08-17T00:00:00.00010
286162FeedbackOpen2023-05-21T00:00:00.00010
2871010Installation ProblemIn Progress2023-05-16T00:00:00.00060
288917FeedbackOpen2023-04-30T00:00:00.00010
2891377BugIn Progress2023-02-14T00:00:00.00010
290705BugIn Progress2023-09-23T00:00:00.00020
292436FeedbackIn Progress2023-05-12T00:00:00.00010
293990BugOpen2023-10-21T00:00:00.00020
297703Billing EnquiryOpen2023-05-25T00:00:00.00030
299145Billing EnquiryOpen2023-09-22T00:00:00.00040
300908Billing EnquiryOpen2023-07-15T00:00:00.00030
3011450Installation ProblemIn Progress2023-10-13T00:00:00.00060
3041767Installation ProblemResolved2023-08-12T00:00:00.00053.26
305580FeedbackOpen2023-03-28T00:00:00.00020
3061882Installation ProblemResolved2023-10-11T00:00:00.00063.3
308453FeedbackOpen2023-07-10T00:00:00.00010
3091772Installation ProblemResolved2023-08-15T00:00:00.00053.14
312838Billing EnquiryOpen2023-07-27T00:00:00.00040
313831FeedbackResolved2023-04-13T00:00:00.00020.7
3141157BugIn Progress2023-04-01T00:00:00.00010
3171342Billing EnquiryOpen2023-04-09T00:00:00.00030
319117FeedbackOpen2023-03-29T00:00:00.00010
3201511OtherOpen2023-06-11T00:00:00.00020
3211766Installation ProblemOpen2023-06-12T00:00:00.000100
3221537OtherIn Progress2023-03-20T00:00:00.00020
3231696FeedbackIn Progress2023-06-16T00:00:00.00020
324880Billing EnquiryOpen2023-04-07T00:00:00.00040
325879BugOpen2023-01-25T00:00:00.00030
3261751BugIn Progress2023-04-22T00:00:00.00020
328120FeedbackOpen2023-06-12T00:00:00.00010
330745BugIn Progress2023-05-24T00:00:00.00010
331694FeedbackOpen2023-07-07T00:00:00.00020
33279Billing EnquiryOpen2023-07-31T00:00:00.00030
3351129Installation ProblemResolved2023-03-13T00:00:00.00084.93
3381368BugOpen2023-10-14T00:00:00.00030
3391257Installation ProblemIn Progress2023-01-16T00:00:00.00050
3401585FeedbackIn Progress2023-02-25T00:00:00.00020
341494FeedbackOpen2023-05-21T00:00:00.00010
3431458Billing EnquiryOpen2023-06-19T00:00:00.00030
344617BugOpen2023-11-23T00:00:00.00030
3451374BugOpen2023-02-15T00:00:00.000130
3461220OtherIn Progress2023-08-24T00:00:00.00020
3471332Billing EnquiryResolved2023-08-09T00:00:00.00031.3
349295BugIn Progress2023-08-14T00:00:00.00010
3501374BugIn Progress2023-11-24T00:00:00.00010
351274FeedbackOpen2023-05-10T00:00:00.00020
3521582Installation ProblemIn Progress2023-08-21T00:00:00.000100
353447FeedbackIn Progress2023-09-14T00:00:00.00010
356902BugOpen2023-08-30T00:00:00.00020
3571587Installation ProblemResolved2023-08-11T00:00:00.00082.76
358800FeedbackOpen2023-06-25T00:00:00.00020
3591139BugOpen2023-07-12T00:00:00.00020
360108FeedbackOpen2023-09-19T00:00:00.00020
361664Billing EnquiryOpen2023-08-10T00:00:00.00040
3631676Installation ProblemIn Progress2023-07-04T00:00:00.00060
3641358BugIn Progress2023-10-13T00:00:00.00050
366635Billing EnquiryOpen2023-08-02T00:00:00.00030
3681569Installation ProblemResolved2023-04-06T00:00:00.00064.7
369168FeedbackOpen2023-09-03T00:00:00.00020
37236FeedbackOpen2023-04-01T00:00:00.00020
3761744BugIn Progress2023-01-11T00:00:00.00030
3781836OtherResolved2023-01-23T00:00:00.00023.35
3791146FeedbackIn Progress2023-03-31T00:00:00.00020
381654Billing EnquiryOpen2023-01-08T00:00:00.00030
3831167Billing EnquiryOpen2023-02-22T00:00:00.00030
3841926Installation ProblemIn Progress2023-11-26T00:00:00.00050
3851722OtherIn Progress2023-01-05T00:00:00.00020
3861582OtherResolved2023-09-14T00:00:00.00034.07
3881950Installation ProblemIn Progress2023-07-05T00:00:00.00090
389821Installation ProblemOpen2023-07-17T00:00:00.00050
390698Installation ProblemIn Progress2023-08-17T00:00:00.00060
393640FeedbackIn Progress2023-07-03T00:00:00.00020
3941950Installation ProblemResolved2023-04-18T00:00:00.00054.85
39576FeedbackOpen2023-02-10T00:00:00.00020
3981887Installation ProblemIn Progress2023-10-15T00:00:00.00070
4001726OtherResolved2023-05-14T00:00:00.00031.72
4031872OtherOpen2023-01-18T00:00:00.00020
4041458Billing EnquiryOpen2023-07-14T00:00:00.00030
4051092OtherOpen2023-11-02T00:00:00.00020
408222FeedbackOpen2023-09-06T00:00:00.00020
411269Billing EnquiryOpen2023-06-17T00:00:00.00030
4121477Billing EnquiryOpen2023-09-26T00:00:00.00040
413286FeedbackOpen2023-02-06T00:00:00.00020
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29261426OtherIn Progress2023-09-12T00:00:00.00020
2927239FeedbackOpen2023-03-08T00:00:00.00010
29301097Installation ProblemIn Progress2023-04-06T00:00:00.00050
2932655Billing EnquiryIn Progress2023-03-21T00:00:00.00020
29331771Installation ProblemOpen2023-08-13T00:00:00.00070
29351343Billing EnquiryOpen2023-07-12T00:00:00.00030
2936449FeedbackOpen2023-06-08T00:00:00.00010
2937707Billing EnquiryOpen2023-04-30T00:00:00.00020
2938905FeedbackOpen2023-03-05T00:00:00.00010
2939205FeedbackOpen2023-09-08T00:00:00.00010
29421071Billing EnquiryIn Progress2023-11-18T00:00:00.00030
29431645Billing EnquiryOpen2023-05-11T00:00:00.00040
2944499BugOpen2023-11-28T00:00:00.00020
294543FeedbackOpen2023-10-25T00:00:00.00020
29481274FeedbackIn Progress2023-11-18T00:00:00.00010
2951719Billing EnquiryOpen2023-03-31T00:00:00.00030
2953136FeedbackOpen2023-08-31T00:00:00.00010
29541494Billing EnquiryIn Progress2023-01-28T00:00:00.00030
29581568OtherResolved2023-11-25T00:00:00.00035.21
29621934OtherIn Progress2023-11-15T00:00:00.00020
29641116BugOpen2023-01-01T00:00:00.00020
29651687OtherIn Progress2023-03-30T00:00:00.00020
2966321FeedbackOpen2023-11-07T00:00:00.00020
2967789FeedbackOpen2023-11-25T00:00:00.00020
29691668Installation ProblemResolved2023-10-05T00:00:00.00062.42
2971404FeedbackOpen2023-07-20T00:00:00.00020
29721853BugIn Progress2023-09-18T00:00:00.00010
2974720FeedbackOpen2023-05-26T00:00:00.00020
29751363Billing EnquiryIn Progress2023-10-25T00:00:00.00030
2976629BugOpen2023-06-23T00:00:00.00010
29771937Installation ProblemResolved2023-08-06T00:00:00.00082.88
29781954OtherResolved2023-03-07T00:00:00.00033.8
2980838FeedbackOpen2023-01-17T00:00:00.00010
2982404Billing EnquiryOpen2023-02-14T00:00:00.00040
29831048Billing EnquiryResolved2023-01-18T00:00:00.00041.34
29841407Billing EnquiryIn Progress2023-01-27T00:00:00.00030
2985987FeedbackOpen2023-11-12T00:00:00.00010
2988279FeedbackOpen2023-01-08T00:00:00.00020
29891539Installation ProblemResolved2023-10-27T00:00:00.00062.94
29921000Billing EnquiryIn Progress2023-09-08T00:00:00.00030
29931034Billing EnquiryOpen2023-09-05T00:00:00.00040
29941459Installation ProblemOpen2023-10-28T00:00:00.00050
29951091Billing EnquiryResolved2023-10-01T00:00:00.00033.93
29961024BugIn Progress2023-07-31T00:00:00.00010
29971105Installation ProblemIn Progress2023-02-06T00:00:00.00050
29981608BugIn Progress2023-06-10T00:00:00.00030
30001087Installation ProblemOpen2023-02-15T00:00:00.00080

Task 2

It is suspected that the response time to tickets is a big factor in unhappiness.

Calculate the minimum and maximum response time for each category of support ticket.

Your output should include the columns category, min_response and max_response.

Values should be rounded to two decimal places where appropriate.

categorymin_responsemax_response
Other15
Bug113
Feedback12
Billing enquiry28
Installation Problem517

Task 3

The support team want to know more about the rating provided by customers who reported Bugs or Installation Problems.

Write a query to return the rating from the survey, the customer_id, category and response_time of the support ticket, for the customers & categories of interest.

Use the original support table, not the output of task 1.

ratingcustomer_idcategoryresponse_time
6621Installation Problem7
51703Installation Problem6
5766Installation Problem7
51824Bug3
4931Installation Problem9
61795Installation Problem7
51703Bug2
2747Bug2
51836Bug1
71882Installation Problem6
61882Installation Problem6
71772Installation Problem5
3879Bug3
3902Bug2
51569Installation Problem6
31035Bug4
3930Installation Problem6
51836Bug2
61553Installation Problem6
3707Installation Problem6
51796Installation Problem5
41220Bug6
31614Installation Problem6
4559Bug3
61821Bug3
2337Bug1
31972Installation Problem8
4794Installation Problem5
71710Installation Problem5
31228Bug2
2400Bug12
61414Installation Problem5
41617Bug3
4881Bug1
3436Bug4
61305Installation Problem7
51703Bug2
41828Installation Problem13
3436Bug4
71916Installation Problem6
3526Bug2
61363Installation Problem5
7601Installation Problem6
3926Bug5
51476Bug5
71677Installation Problem6
61247Installation Problem6
4457Bug4
31497Installation Problem6
71497Installation Problem6
61821Installation Problem5
61538Installation Problem7
31458Installation Problem6
3709Bug4
31458Installation Problem5
41828Bug3
61693Installation Problem6
71839Installation Problem6
61047Bug3
61414Installation Problem5
3681Bug2
4794Bug2
31549Bug6
41218Installation Problem6
2459Bug2
2458Bug2
41012Installation Problem6
61725Installation Problem5
61821Bug2
41089Bug9
31473Bug2
31473Bug2
41886Installation Problem6
31797Bug2
51581Bug7
51789Installation Problem6
6639Installation Problem6
2639Installation Problem6
61795Installation Problem9
71710Bug5
2459Installation Problem7
7820Installation Problem6
51945Installation Problem5
41905Installation Problem7
2518Bug1
7601Bug1
2606Installation Problem6
61047Bug7
3707Bug4
6712Installation Problem7
41137Bug2
51836Installation Problem6
41371Bug2
51231Bug1
31595Bug1
31497Bug2
71497Bug2
51581Bug5
21042Bug2
41531Bug7
41301Bug1
3681Bug2
31497Installation Problem5
71497Installation Problem5
41012Bug3
61305Installation Problem5
41114Bug4
51844Bug2
51581Installation Problem6
61538Bug4
2459Bug2
51132Bug6
4931Bug3
4836Bug5
61553Installation Problem5
71916Bug3
5483Installation Problem6
61433Installation Problem8
41371Installation Problem6
41434Installation Problem6
31228Bug4
3926Installation Problem6
61227Installation Problem5

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