@@ -72,7 +72,7 @@ So the **streamers2021.csv** data looks like:
7272But behind the scenes, the plain text is just:
7373
7474``` output
75- Channel, Watch time, Stream time, Peak viewers, Average viewers, Followers, Followers gained, Views gained, Partnered, Mature, Language
75+ channel, watch_time, stream_time, peak_viewers, average_viewers, followers, followers_gained, views_gained, partnered, mature, language
7676xQcOW, 6196161750, 215250, 222720, 27716, 3246298, 1734810, 93036735, True, False, English
7777summit1g, 6091677300, 211845, 310998, 25610, 5310163, 1370184, 89705964, True, False, English
7878Gaules, 5644590915, 515280, 387315, 109761767635, 1023779102611607, True
@@ -83,17 +83,17 @@ Tfue, 3671000070, 123660, 285644, 29602, 8938903, 206842478998587, False
8383
8484The column names are:
8585
86- - ` Channel `
87- - ` Watch time `
88- - ` Stream time `
89- - ` Peak viewers `
90- - ` Average viewers `
91- - ` Followers `
92- - ` Followers gained `
93- - ` Views gained `
94- - ` Partnered `
95- - ` Mature `
96- - ` Language `
86+ - ` channel `
87+ - ` watch_time `
88+ - ` stream_time `
89+ - ` peak_viewers `
90+ - ` average_viewers `
91+ - ` followers `
92+ - ` followers_gained `
93+ - ` views_gained `
94+ - ` partnered `
95+ - ` mature `
96+ - ` language `
9797
9898And the ** streamers2024.csv** data looks like:
9999
@@ -127,6 +127,8 @@ The column names are:
127127- ` MOST_ACTIVE_DAY `
128128- ` DAY_WITH_MOST_FOLLOWERS_GAINED `
129129
130+ Go in an update all the column names to lowercase.
131+
130132There are 1,001 rows in each of the datasets because there is 1 column for the headings and 1,000 streamers each!
131133
132134Let’s move back into our terminal and start the database.
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