From c49585a70a477e122bf9c1c974828e1d6719725b Mon Sep 17 00:00:00 2001 From: pietervdvn Date: Wed, 10 Mar 2021 12:55:27 +0100 Subject: [PATCH] Add some fancy graphs --- Docs/Tools/Contributors in 2020.png | Bin 0 -> 203581 bytes Docs/Tools/Contributors in 2021.png | Bin 0 -> 200290 bytes Docs/Tools/Contributors.png | Bin 0 -> 200219 bytes Docs/Tools/CumulativeContributors in 2020.png | Bin 0 -> 270864 bytes Docs/Tools/CumulativeContributors in 2021.png | Bin 0 -> 264157 bytes Docs/Tools/CumulativeContributors.png | Bin 0 -> 264240 bytes Docs/Tools/compileStats.sh | 6 + Docs/Tools/csvGrapher.py | 224 ++ Docs/Tools/csvPerChange.sh | 21 + Docs/Tools/fetchStats.sh | 18 + Docs/Tools/stats.csv | 2851 +++++++++++++++++ 11 files changed, 3120 insertions(+) create mode 100644 Docs/Tools/Contributors in 2020.png create mode 100644 Docs/Tools/Contributors in 2021.png create mode 100644 Docs/Tools/Contributors.png create mode 100644 Docs/Tools/CumulativeContributors in 2020.png create mode 100644 Docs/Tools/CumulativeContributors in 2021.png create mode 100644 Docs/Tools/CumulativeContributors.png create mode 100755 Docs/Tools/compileStats.sh create mode 100644 Docs/Tools/csvGrapher.py create mode 100755 Docs/Tools/csvPerChange.sh create mode 100755 Docs/Tools/fetchStats.sh create mode 100644 Docs/Tools/stats.csv diff --git a/Docs/Tools/Contributors in 2020.png b/Docs/Tools/Contributors in 2020.png new file mode 100644 index 0000000000000000000000000000000000000000..f6ceb6b01b304eef53b09de3d84b38e2a5e5638b GIT binary patch literal 203581 zcmeFZbzGI(x;BihSW6`ZWEmjcAxc=Ff=G7>NOw1wprk>Hf`A|$(ybz(NT;;Yk^%zK z@Aa(n?RECv-+9mZ{{N1@-`-1ItT~@K#<=hMsxcqQ-ng=#^e8C_3CaFzS1-$xkdWt* zknB_3y%T>U=+R(}e{8qAcujFPe!1_y^$>sFV|`W4j)X+yKJmXTZK)ad_{%f);;Qxv zR)+RYy0!)+7P|J<=2rIRCVGE58ra&ISXuINaC7jm{b_7(Z+(`N^FRMRhn1}nCxc&% zBnio%B-buqP;`DV+3RGl*tW7cD?|FnQ<4is!Lk>}N_YIR=SkzmUHqyfA%6R1Gvk;v zi@t()AHxLD*le95+$Y}v2$Jmx{Dtn{D9OT*?@2RW7>MeK=)cy_l$$E;4hXi2ES 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cumulative_users(stats, year=""): + users_hist = build_hist(stats, 0, 1, lambda row: row[0].startswith(year)) + all_users_per_day = users_hist.mapcumul( + lambda users: set(users), + lambda a, b: a.union(b), + set([]) + ) + cumul_uniq = list(map(len, all_users_per_day)) + unique_per_day = users_hist.map(lambda users: len(set(users))) + new_users = [0] + for i in range(len(cumul_uniq) - 1): + new_users.append(cumul_uniq[i + 1] - cumul_uniq[i]) + dates = map(lambda dt: datetime.strptime(dt, "%Y-%m-%d"), users_hist.keys()) + return list(dates), cumul_uniq, list(unique_per_day), list(new_users) + + +def pyplot_init(): + pyplot.figure(figsize=(14, 8), dpi=200) + pyplot.xticks(rotation='vertical') + pyplot.tight_layout() + + +def create_usercount_graphs(stats, year="", show=False): + dates, cumul_uniq, unique_per_day, new_users = cumulative_users(stats, year) + total = cumul_uniq[-1] + + if year != "": + year = " in " + year + pyplot_init() + pyplot.bar(dates, unique_per_day, label='Unique contributors') + pyplot.bar(dates, new_users, label='First time contributor via MapComplete') + pyplot.legend() + pyplot.title("Unique contributors" + year + ' with MapComplete (' + str(total) + ' contributors)') + pyplot.ylabel("Number of unique contributors") + pyplot.xlabel("Date") + if show: + pyplot.show() + else: + pyplot.savefig("Contributors" + year + ".png", dpi=400, facecolor='w', edgecolor='w', bbox_inches='tight') + + pyplot_init() + pyplot.plot(dates, cumul_uniq, label='Cumulative unique contributors') + pyplot.legend() + pyplot.title("Cumulative unique contributors" + year + " with MapComplete - " + str(total) + " contributors") + pyplot.ylabel("Number of unique contributors") + pyplot.xlabel("Date") + if show: + pyplot.show() + else: + pyplot.savefig("CumulativeContributors" + year + ".png", dpi=400, facecolor='w', edgecolor='w', + bbox_inches='tight') + + +def create_yearly_usercount_graphs(contents): + create_usercount_graphs(contents) + currentYear = datetime.now().year + for year in range(2020, currentYear + 1): + create_usercount_graphs(contents, str(year)) + + +theme_remappings = { + "null": "buurtnatuur", + "metamap": "maps", + "wiki:mapcomplete/fritures": "fritures", + "lits": "lit", + "wiki:user:joost_schouppe/campersite": "campersite", + "wiki-user-joost_schouppe-geveltuintjes": "geveltuintjes", + "wiki-user-joost_schouppe-campersite":"campersites", + "https://raw.githubusercontent.com/osmbe/play/master/mapcomplete/geveltuinen/geveltuinen.json": "geveltuintjes" +} + + +def create_theme_breakdown(stats, year="", user=None, columnIndex=3): + themeCounts = {} + for row in stats: + if not row[0].startswith(year): + continue + if user is not None and clean(row[1]) != user: + continue + theme = clean(row[columnIndex]).lower() + if theme in theme_remappings: + theme = theme_remappings[theme] + if theme in themeCounts: + themeCounts[theme] += 1 + else: + themeCounts[theme] = 1 + themes = list(themeCounts.items()) + if len(themes) == 0: + print("No entries found for user "+user+" in "+year) + return + themes.sort(key=lambda kv : kv[1], reverse=True) + + cutoff = 5 + if user is not None: + cutoff = 0 + other_count = sum([theme[1] for theme in themes if theme[1] < cutoff]) + themes_filtered = [theme for theme in themes if theme[1] >= cutoff] + keys = list(map(lambda kv : kv[0] + " (" + str(kv[1])+")", themes_filtered)) + values = list(map(lambda kv : kv[1], themes_filtered)) + total =sum(map(lambda kv:kv[1], themes)) + first_pct = themes[0][1] / total; + if year != "": + year = " in " + year + + if other_count > 0: + keys.append("other") + values.append(other_count) + pyplot_init() + pyplot.pie(values, labels=keys, startangle=(90 - 360 * first_pct/2)) + if user is None: + user = "" + else: + user = " by contributor "+user + pyplot.title("MapComplete changes per theme"+year+user+ " - "+str(total)+" total changes") + pyplot.savefig("Theme distribution" + user+year + ".png", dpi=400, facecolor='w', edgecolor='w', + bbox_inches='tight') + return themes + +def gen_theme_breakdown_graphs(contents, user=None): + create_theme_breakdown(contents, "", user) + currentYear = datetime.now().year + for year in range(2020, currentYear + 1): + create_theme_breakdown(contents, str(year), user) + +def main(): + with open('stats.csv', newline='') as csvfile: + stats = list(csv.reader(csvfile, delimiter=',', quotechar='"')) + # create_yearly_usercount_graphs(stats) + gen_theme_breakdown_graphs(stats, "joost schouppe") + print("All done!") + + +main() diff --git a/Docs/Tools/csvPerChange.sh b/Docs/Tools/csvPerChange.sh new file mode 100755 index 0000000..a03e365 --- /dev/null +++ b/Docs/Tools/csvPerChange.sh @@ -0,0 +1,21 @@ +#! /bin/bash + +if [[ ! -e stats.1.json ]] +then + echo "No stats found - not compiling" + exit +fi + +rm stats.csv +# echo "date, username, language, theme, editor, creations, changes" > stats.csv +echo "" > tmp.csv + +for f in stats.*.json +do + echo $f + jq ".features[].properties | [.date, .user, .metadata.language, .metadata.theme, .editor, .create, .modify]" "$f" | tr -d "\n" | sed "s/]\[/\n/g" | tr -d "][" >> tmp.csv + echo "" >> tmp.csv +done + +sed "/^$/d" tmp.csv | sed "s/^ //" | sed "s/ / /g" | sed "s/\"\(....-..-..\)T........./\"\1/" | sort >> stats.csv +rm tmp.csv diff --git a/Docs/Tools/fetchStats.sh b/Docs/Tools/fetchStats.sh new file mode 100755 index 0000000..0684569 --- /dev/null +++ b/Docs/Tools/fetchStats.sh @@ -0,0 +1,18 @@ +DATE=$(date +"%Y-%m-%d%%20%H%%3A%M") +COUNTER=1 +if [[ $1 != "" ]] +then + echo "Starting at $1" + COUNTER="$1" +fi + +NEXT_URL=$(echo "https://osmcha.org/api/v1/changesets/?date__gte=2020-07-05&date__lte=$DATE&editor=mapcomplete&page=$COUNTER&page_size=1000") +rm stats.*.json +while [[ "$NEXT_URL" != "" ]] +do + echo "$COUNTER '$NEXT_URL'" + curl "$NEXT_URL" -H 'User-Agent: Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:86.0) Gecko/20100101 Firefox/86.0' -H 'Accept: */*' -H 'Accept-Language: en-US,en;q=0.5' --compressed -H 'Referer: https://osmcha.org/?filters=%7B%22date__gte%22%3A%5B%7B%22label%22%3A%222020-07-05%22%2C%22value%22%3A%222020-07-05%22%7D%5D%2C%22editor%22%3A%5B%7B%22label%22%3A%22mapcomplete%22%2C%22value%22%3A%22mapcomplete%22%7D%5D%7D' -H 'Content-Type: application/json' -H 'Authorization: Token 6e422e2afedb79ef66573982012000281f03dc91' -H 'DNT: 1' -H 'Connection: keep-alive' -H 'TE: Trailers' -H 'Pragma: no-cache' -H 'Cache-Control: no-cache' -o stats.$COUNTER.json + + NEXT_URL=$(jq ".next" stats.$COUNTER.json | sed "s/\"//g") + let COUNTER++ +done; diff --git a/Docs/Tools/stats.csv b/Docs/Tools/stats.csv new file mode 100644 index 0000000..5971d10 --- /dev/null +++ b/Docs/Tools/stats.csv @@ -0,0 +1,2851 @@ +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 1 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 2 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 2 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 2 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 3 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 3 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 4 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 4 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 5 +"2020-07-05", "Pieter Vander Vennet", null, null, "MapComplete 0.0.0", 0, 6 +"2020-07-06", "Pieter Vander Vennet", null, null, 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