Research talk:Anonymous editor acquisition/Signup CTA experiment/Work log/2014-06-20
Friday, June 20th[edit]
First thing I'm doing today is extending my flow dataset so that it includes all of the bits from token_info (generated in a previous worklog). I'll need that to split by buckets and other relevant context bits. --Halfak (WMF) (talk) 15:19, 20 June 2014 (UTC)
> dim(flows) [1] 707959 42
So I have about 708k flows. How many individual tokens?
> length(unique(flows$token)); [1] 707952
Yeah. That can't be right. It looks like I caused a grouping error when I modified my token flow stats query. Re-running... --Halfak (WMF) (talk) 15:31, 20 June 2014 (UTC)
OK. Second attempt. Big money, no whammies!
> dim(flows) [1] 791862 42
There we go!
> length(unique(flows$token)) [1] 707952
Alright! --Halfak (WMF) (talk) 19:32, 20 June 2014 (UTC)
Flows[edit]
Messy first attempt
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<pre> flows[, list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki control 38711 2: dewiki post-edit 34783 3: dewiki pre-edit 34441 4: enwiki pre-edit 178741 5: enwiki control 189724 6: enwiki post-edit 171517 7: frwiki pre-edit 28411 8: frwiki post-edit 27180 9: frwiki control 29962 10: itwiki pre-edit 19405 11: itwiki control 20361 12: itwiki post-edit 18626 </pre> ==== Section edit ==== <pre> flows[first_edit_section_click == flow_start, list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki post-edit 24880 2: dewiki pre-edit 24866 3: dewiki control 27537 4: enwiki pre-edit 112789 5: enwiki control 119389 6: enwiki post-edit 107376 7: frwiki pre-edit 18063 8: frwiki control 19246 9: frwiki post-edit 17420 10: itwiki pre-edit 13883 11: itwiki post-edit 13039 12: itwiki control 14482 </pre> ==== Page edit ==== <pre> flows[first_edit_page_click == flow_start, list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki control 11174 2: dewiki post-edit 9903 3: dewiki pre-edit 9575 4: enwiki pre-edit 65950 5: enwiki post-edit 64139 6: enwiki control 70330 7: frwiki pre-edit 10349 8: frwiki post-edit 9760 9: frwiki control 10716 10: itwiki pre-edit 5522 11: itwiki control 5879 12: itwiki post-edit 5587 </pre> ==== Section edit --> Pre-edit CTA impression ==== <pre> flows[first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression), list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki pre-edit 23763 2: enwiki pre-edit 109137 3: enwiki control 1 4: enwiki post-edit 1 5: frwiki pre-edit 17526 6: itwiki pre-edit 13454 </pre> ==== Page edit --> Pre-edit CTA impression ==== <pre> flows[first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression), list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki pre-edit 8884 2: enwiki pre-edit 63900 3: frwiki pre-edit 10020 4: frwiki post-edit 1 5: itwiki pre-edit 5324 </pre> ==== Section edit --> Post-edit CTA impression ==== <pre> flows[first_edit_section_click == flow_start & !is.na(first_post_edit_cta_impression), list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki post-edit 1838 2: enwiki post-edit 16379 3: frwiki post-edit 2592 4: itwiki post-edit 2302 5: itwiki pre-edit 1 </pre> ==== Page edit --> Post-edit CTA impression ==== <pre> flows[first_edit_page_click == flow_start & !is.na(first_post_edit_cta_impression), list( count = length(token) ), list( wiki, bucket ) ] wiki bucket count 1: dewiki post-edit 1158 2: enwiki post-edit 12664 3: frwiki post-edit 1848 4: itwiki post-edit 1787 </pre> ==== Section edit --> Pre-edit CTA impression --> Edit click ==== .... Bah this is too messy and it's going to take forever. I need to try something else. |
Pre-edit[edit]
section edit --> pre-edit --> edit button --> revision saved[edit]
flows[, list( n = length(token), section_edit = sum(first_edit_section_click == flow_start, na.rm=T), pre_edit = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), edit_button = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_edit_button_click), na.rm=T), revision_saved = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_edit_button_click) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n section_edit pre_edit edit_button revision_saved # 1: dewiki control 38711 27537 0 0 0 # 2: dewiki post-edit 34783 24880 0 0 0 # 3: dewiki pre-edit 34441 24866 23763 3410 1037 # 4: enwiki pre-edit 178741 112789 109137 18004 8961 # 5: enwiki control 189724 119389 1 0 0 # 6: enwiki post-edit 171517 107376 1 0 0 # 7: frwiki pre-edit 28411 18063 17526 2321 1226 # 8: frwiki post-edit 27180 17420 0 0 0 # 9: frwiki control 29962 19246 0 0 0 #10: itwiki pre-edit 19405 13883 13454 1991 1077 #11: itwiki control 20361 14482 0 0 0 #12: itwiki post-edit 18626 13039 0 0 0
page edit --> pre-edit --> edit button --> revision saved[edit]
flows[, list( n = length(token), page_edit = sum(first_edit_page_click == flow_start, na.rm=T), pre_edit = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), edit_button = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_edit_button_click), na.rm=T), revision_saved = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_edit_button_click) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n page_edit pre_edit edit_button revision_saved # 1: dewiki control 38711 11174 0 0 0 # 2: dewiki post-edit 34783 9903 0 0 0 # 3: dewiki pre-edit 34441 9575 8884 1847 712 # 4: enwiki pre-edit 178741 65950 63900 14077 7000 # 5: enwiki control 189724 70330 0 0 0 # 6: enwiki post-edit 171517 64139 0 0 0 # 7: frwiki pre-edit 28411 10349 10020 1713 949 # 8: frwiki post-edit 27180 9760 1 0 0 # 9: frwiki control 29962 10716 0 0 0 #10: itwiki pre-edit 19405 5522 5324 1281 795 #11: itwiki control 20361 5879 0 0 0 #12: itwiki post-edit 18626 5587 0 0 0
section edit --> pre-edit --> dismiss button --> revision saved[edit]
flows[, list( n = length(token), section_edit = sum(first_edit_section_click == flow_start, na.rm=T), pre_edit = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), dismiss_button = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_dismiss_button_click), na.rm=T), revision_saved = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_dismiss_button_click) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n section_edit pre_edit dismiss_button revision_saved # 1: dewiki control 38711 27537 0 0 0 # 2: dewiki post-edit 34783 24880 0 0 0 # 3: dewiki pre-edit 34441 24866 23763 13274 376 # 4: enwiki pre-edit 178741 112789 109137 59432 3278 # 5: enwiki control 189724 119389 1 0 0 # 6: enwiki post-edit 171517 107376 1 0 0 # 7: frwiki pre-edit 28411 18063 17526 9652 748 # 8: frwiki post-edit 27180 17420 0 0 0 # 9: frwiki control 29962 19246 0 0 0 #10: itwiki pre-edit 19405 13883 13454 6908 565 #11: itwiki control 20361 14482 0 0 0 #12: itwiki post-edit 18626 13039 0 0 0
page edit --> pre-edit --> dismiss button --> revision saved[edit]
flows[, list( n = length(token), page_edit = sum(first_edit_page_click == flow_start, na.rm=T), pre_edit = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), dismiss_button = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_dismiss_button_click), na.rm=T), revision_saved = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_dismiss_button_click) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n page_edit pre_edit dismiss_button revision_saved # 1: dewiki control 38711 11174 0 0 0 # 2: dewiki post-edit 34783 9903 0 0 0 # 3: dewiki pre-edit 34441 9575 8884 3296 223 # 4: enwiki pre-edit 178741 65950 63900 22526 2436 # 5: enwiki control 189724 70330 0 0 0 # 6: enwiki post-edit 171517 64139 0 0 0 # 7: frwiki pre-edit 28411 10349 10020 4437 511 # 8: frwiki post-edit 27180 9760 1 1 1 # 9: frwiki control 29962 10716 0 0 0 #10: itwiki pre-edit 19405 5522 5324 1873 373 #11: itwiki control 20361 5879 0 0 0 #12: itwiki post-edit 18626 5587 0 0 0
- TODO: Add flow for second edit link click
section edit --> pre-edit --> signup button --> account created --> revision saved[edit]
flows[, list( n = length(token), sec_edit = sum(first_edit_section_click == flow_start, na.rm=T), pre_edit = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), signup = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_signup_button_click), na.rm=T), acc_created = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_signup_button_click) & !is.na(first_account_creation_complete), na.rm=T), rev_saved = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_signup_button_click) & !is.na(first_account_creation_complete) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n sec_edit pre_edit signup acc_created rev_saved # 1: dewiki control 38711 27537 0 0 0 0 # 2: dewiki post-edit 34783 24880 0 0 0 0 # 3: dewiki pre-edit 34441 24866 23763 1357 195 110 # 4: enwiki pre-edit 178741 112789 109137 9348 2080 1371 # 5: enwiki control 189724 119389 1 0 0 0 # 6: enwiki post-edit 171517 107376 1 0 0 0 # 7: frwiki pre-edit 28411 18063 17526 1224 300 217 # 8: frwiki post-edit 27180 17420 0 0 0 0 # 9: frwiki control 29962 19246 0 0 0 0 #10: itwiki pre-edit 19405 13883 13454 644 154 122 #11: itwiki control 20361 14482 0 0 0 0 #12: itwiki post-edit 18626 13039 0 0 0 0
page edit --> pre-edit --> signup button --> account created --> revision saved[edit]
flows[, list( n = length(token), page_edit = sum(first_edit_page_click == flow_start, na.rm=T), pre_edit = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), signup = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_signup_button_click), na.rm=T), acc_created = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_signup_button_click) & !is.na(first_account_creation_complete), na.rm=T), rev_saved = sum(first_edit_page_click == flow_start & !is.na(first_pre_edit_cta_impression) & !is.na(first_signup_button_click) & !is.na(first_account_creation_complete) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n page_edit pre_edit signup acc_created rev_saved # 1: dewiki control 38711 11174 0 0 0 0 # 2: dewiki post-edit 34783 9903 0 0 0 0 # 3: dewiki pre-edit 34441 9575 8884 529 130 93 # 4: enwiki pre-edit 178741 65950 63900 6142 1933 1250 # 5: enwiki control 189724 70330 0 0 0 0 # 6: enwiki post-edit 171517 64139 0 0 0 0 # 7: frwiki pre-edit 28411 10349 10020 821 224 161 # 8: frwiki post-edit 27180 9760 1 0 0 0 # 9: frwiki control 29962 10716 0 0 0 0 #10: itwiki pre-edit 19405 5522 5324 362 120 87 #11: itwiki control 20361 5879 0 0 0 0 #12: itwiki post-edit 18626 5587 0 0 0 0
sec edit --> pre-edit --> edit link (again) --> revision saved[edit]
flows[, list( n = length(token), sec_edit = sum(first_edit_section_click == flow_start, na.rm=T), pre_edit = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression), na.rm=T), edit_click = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & is.na(first_dismiss_button_click) & is.na(first_edit_button_click) & is.na(first_signup_button_click) & edit_page_clicks + edit_section_clicks > 1 & !is.na(first_account_creation_complete), na.rm=T), rev_saved = sum(first_edit_section_click == flow_start & !is.na(first_pre_edit_cta_impression) & is.na(first_dismiss_button_click) & is.na(first_edit_button_click) & is.na(first_signup_button_click) & edit_page_clicks + edit_section_clicks > 1 & !is.na(first_account_creation_complete) & revisions_saved > 0, na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n sec_edit pre_edit edit_click rev_saved # 1: dewiki control 38711 27537 0 0 0 # 2: dewiki post-edit 34783 24880 0 0 0 # 3: dewiki pre-edit 34441 24866 23763 1 1 # 4: enwiki pre-edit 178741 112789 109137 31 21 # 5: enwiki control 189724 119389 1 0 0 # 6: enwiki post-edit 171517 107376 1 0 0 # 7: frwiki pre-edit 28411 18063 17526 5 3 # 8: frwiki post-edit 27180 17420 0 0 0 # 9: frwiki control 29962 19246 0 0 0 #10: itwiki pre-edit 19405 13883 13454 1 1 #11: itwiki control 20361 14482 0 0 0 #12: itwiki post-edit 18626 13039 0 0 0
page edit --> pre-edit --> edit link (again) --> revision saved[edit]
flows[,
list(
n = length(token),
page_edit = sum(first_edit_page_click == flow_start, na.rm=T),
pre_edit = sum(first_edit_page_click == flow_start &
!is.na(first_pre_edit_cta_impression), na.rm=T),
edit_click = sum(first_edit_page_click == flow_start &
!is.na(first_pre_edit_cta_impression) &
is.na(first_dismiss_button_click) &
is.na(first_edit_button_click) &
is.na(first_signup_button_click) &
edit_page_clicks + edit_section_clicks > 1 &
!is.na(first_account_creation_complete), na.rm=T),
rev_saved = sum(first_edit_page_click == flow_start &
!is.na(first_pre_edit_cta_impression) &
is.na(first_dismiss_button_click) &
is.na(first_edit_button_click) &
is.na(first_signup_button_click) &
edit_page_clicks + edit_section_clicks > 1 &
!is.na(first_account_creation_complete) &
revisions_saved > 0, na.rm=T)
),
list(
wiki, bucket
)
]
# wiki bucket n page_edit pre_edit edit_click rev_saved # 1: dewiki control 38711 11174 0 0 0 # 2: dewiki post-edit 34783 9903 0 0 0 # 3: dewiki pre-edit 34441 9575 8884 8 6 # 4: enwiki pre-edit 178741 65950 63900 64 49 # 5: enwiki control 189724 70330 0 0 0 # 6: enwiki post-edit 171517 64139 0 0 0 # 7: frwiki pre-edit 28411 10349 10020 11 7 # 8: frwiki post-edit 27180 9760 1 0 0 # 9: frwiki control 29962 10716 0 0 0 #10: itwiki pre-edit 19405 5522 5324 5 3 #11: itwiki control 20361 5879 0 0 0 #12: itwiki post-edit 18626 5587 0 0 0
Post-edit[edit]
section edit --> revision saved --> post edit --> signup button --> account created[edit]
flows[, list( n = length(token), sec_edit = sum(first_edit_section_click == flow_start, na.rm=T), rev_saved = sum(first_edit_section_click == flow_start & revisions_saved > 0, na.rm=T), post_edit = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression), na.rm=T), signup = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_signup_button_click), na.rm=T), acc_created = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_signup_button_click) & !is.na(first_account_creation_complete), na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n sec_edit rev_saved post_edit signup acc_created # 1: dewiki control 38711 27537 3336 0 0 0 # 2: dewiki post-edit 34783 24880 2966 1838 53 22 # 3: dewiki pre-edit 34441 24866 2169 0 0 0 # 4: enwiki pre-edit 178741 112789 16635 0 0 0 # 5: enwiki control 189724 119389 22522 0 0 0 # 6: enwiki post-edit 171517 107376 19642 16377 334 192 # 7: frwiki pre-edit 28411 18063 2593 0 0 0 # 8: frwiki post-edit 27180 17420 3007 2584 72 50 # 9: frwiki control 29962 19246 3260 0 0 0 #10: itwiki pre-edit 19405 13883 2048 0 0 0 #11: itwiki control 20361 14482 2989 0 0 0 #12: itwiki post-edit 18626 13039 2578 2295 57 31
page edit --> revision saved --> post edit --> signup button --> account created[edit]
flows[, list( n = length(token), page_edit = sum(first_edit_page_click == flow_start, na.rm=T), rev_saved = sum(first_edit_page_click == flow_start & revisions_saved > 0, na.rm=T), post_edit = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression), na.rm=T), signup = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_signup_button_click), na.rm=T), acc_created = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_signup_button_click) & !is.na(first_account_creation_complete), na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n page_edit rev_saved post_edit signup acc_created # 1: dewiki control 38711 11174 2374 0 0 0 # 2: dewiki post-edit 34783 9903 1930 1158 37 20 # 3: dewiki pre-edit 34441 9575 1677 0 0 0 # 4: enwiki pre-edit 178741 65950 14594 0 0 0 # 5: enwiki control 189724 70330 18089 0 0 0 # 6: enwiki post-edit 171517 64139 15779 12662 309 161 # 7: frwiki pre-edit 28411 10349 2109 0 0 0 # 8: frwiki post-edit 27180 9760 2210 1839 57 33 # 9: frwiki control 29962 10716 2341 0 0 0 #10: itwiki pre-edit 19405 5522 1634 0 0 0 #11: itwiki control 20361 5879 1984 0 0 0 #12: itwiki post-edit 18626 5587 2042 1782 46 27
section edit --> revision saved --> post edit --> dismiss button --> account created[edit]
flows[, list( n = length(token), sec_edit = sum(first_edit_section_click == flow_start, na.rm=T), rev_saved = sum(first_edit_section_click == flow_start & revisions_saved > 0, na.rm=T), post_edit = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression), na.rm=T), dismiss = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_dismiss_button_click), na.rm=T), acc_created = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_dismiss_button_click) & !is.na(first_account_creation_complete), na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n sec_edit rev_saved post_edit dismiss acc_created # 1: dewiki control 38711 27537 3336 0 0 0 # 2: dewiki post-edit 34783 24880 2966 1838 913 6 # 3: dewiki pre-edit 34441 24866 2169 0 0 0 # 4: enwiki pre-edit 178741 112789 16635 0 0 0 # 5: enwiki control 189724 119389 22522 0 0 0 # 6: enwiki post-edit 171517 107376 19642 16377 8195 80 # 7: frwiki pre-edit 28411 18063 2593 0 0 0 # 8: frwiki post-edit 27180 17420 3007 2584 1620 10 # 9: frwiki control 29962 19246 3260 0 0 0 #10: itwiki pre-edit 19405 13883 2048 0 0 0 #11: itwiki control 20361 14482 2989 0 0 0 #12: itwiki post-edit 18626 13039 2578 2295 1184 8
page edit --> revision saved --> post edit --> dismiss button --> account created[edit]
flows[, list( n = length(token), page_edit = sum(first_edit_page_click == flow_start, na.rm=T), rev_saved = sum(first_edit_page_click == flow_start & revisions_saved > 0, na.rm=T), post_edit = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression), na.rm=T), dismiss = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_dismiss_button_click), na.rm=T), acc_created = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_dismiss_button_click) & !is.na(first_account_creation_complete), na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n page_edit rev_saved post_edit dismiss acc_created # 1: dewiki control 38711 11174 2374 0 0 0 # 2: dewiki post-edit 34783 9903 1930 1158 791 5 # 3: dewiki pre-edit 34441 9575 1677 0 0 0 # 4: enwiki pre-edit 178741 65950 14594 0 0 0 # 5: enwiki control 189724 70330 18089 0 0 0 # 6: enwiki post-edit 171517 64139 15779 12662 9167 136 # 7: frwiki pre-edit 28411 10349 2109 0 0 0 # 8: frwiki post-edit 27180 9760 2210 1839 1346 18 # 9: frwiki control 29962 10716 2341 0 0 0 #10: itwiki pre-edit 19405 5522 1634 0 0 0 #11: itwiki control 20361 5879 1984 0 0 0 #12: itwiki post-edit 18626 5587 2042 1782 1230 20
section edit --> revision saved --> post edit --> account creation link --> account created[edit]
flows[, list( n = length(token), sec_edit = sum(first_edit_section_click == flow_start, na.rm=T), rev_saved = sum(first_edit_section_click == flow_start & revisions_saved > 0, na.rm=T), post_edit = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression), na.rm=T), create_acc = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_create_account_click) & first_create_account_click > first_post_edit_cta_impression, na.rm=T), acc_created = sum(first_edit_section_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_dismiss_button_click) & !is.na(first_create_account_click) & first_create_account_click > first_post_edit_cta_impression & !is.na(first_account_creation_complete), na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n sec_edit rev_saved post_edit create_acc acc_created # 1: dewiki control 38711 27537 3336 0 0 0 # 2: dewiki post-edit 34783 24880 2966 1838 27 5 # 3: dewiki pre-edit 34441 24866 2169 0 0 0 # 4: enwiki pre-edit 178741 112789 16635 0 0 0 # 5: enwiki control 189724 119389 22522 0 0 0 # 6: enwiki post-edit 171517 107376 19642 16377 144 50 # 7: frwiki pre-edit 28411 18063 2593 0 0 0 # 8: frwiki post-edit 27180 17420 3007 2584 32 6 # 9: frwiki control 29962 19246 3260 0 0 0 #10: itwiki pre-edit 19405 13883 2048 0 0 0 #11: itwiki control 20361 14482 2989 0 0 0 #12: itwiki post-edit 18626 13039 2578 2295 25 5
page edit --> revision saved --> post edit --> account creation link --> account created[edit]
flows[, list( n = length(token), page_edit = sum(first_edit_page_click == flow_start, na.rm=T), rev_saved = sum(first_edit_page_click == flow_start & revisions_saved > 0, na.rm=T), post_edit = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression), na.rm=T), create_acc = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_create_account_click) & first_create_account_click > first_post_edit_cta_impression, na.rm=T), acc_cr = sum(first_edit_page_click == flow_start & revisions_saved > 0 & !is.na(first_post_edit_cta_impression) & !is.na(first_dismiss_button_click) & !is.na(first_create_account_click) & first_create_account_click > first_post_edit_cta_impression & !is.na(first_account_creation_complete), na.rm=T) ), list( wiki, bucket ) ] # wiki bucket n page_edit rev_saved post_edit create_acc acc_cr # 1: dewiki control 38711 11174 2374 0 0 0 # 2: dewiki post-edit 34783 9903 1930 1158 14 2 # 3: dewiki pre-edit 34441 9575 1677 0 0 0 # 4: enwiki pre-edit 178741 65950 14594 0 0 0 # 5: enwiki control 189724 70330 18089 0 0 0 # 6: enwiki post-edit 171517 64139 15779 12662 160 61 # 7: frwiki pre-edit 28411 10349 2109 0 0 0 # 8: frwiki post-edit 27180 9760 2210 1839 18 10 # 9: frwiki control 29962 10716 2341 0 0 0 #10: itwiki pre-edit 19405 5522 1634 0 0 0 #11: itwiki control 20361 5879 1984 0 0 0 #12: itwiki post-edit 18626 5587 2042 1782 27 9